From cfd89f70c5bd235a012e5ddf992bd9815e26c6c6 Mon Sep 17 00:00:00 2001
From: Anwarhit <Anwarhit@users.noreply.github.com>
Date: Sun, 11 Aug 2024 18:02:44 +0000
Subject: [PATCH] deploy:
 pps-lab/groupwebsite@a70bc8e037a84ac88aca9693c1d329aba3c7f768

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 people/anwarhithnawi/index.html | 2 +-
 4 files changed, 4 insertions(+), 4 deletions(-)
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-        gtag('config', 'G-4ZPP8W4RNN');</script></head><body id="category" class="leading-normal bg-white dark:bg-black"><a class="sr-only" href="#main">Skip to content</a><div id="wrapper" class="wrapper pb-16 md:pb-0 flex flex-col relative min-h-screen"><div class=""><header id="header" class="inner header flex flex-col md:flex-row md:justify-start items-center p-2 md:p-4"><a class="company-logo-link block hover:text-link-hover" href="/" title="Privacy Preserving Systems Lab home"><div></div></a><nav id="nav" class="nav hidden md:flex flex-grow"><ul class="menu list-reset text-base flex flex-row justify-between flex-grow"><div class="flex flex-col md:flex-row items-center"><li class="level-1 mb-4 md:mr-8 md:mb-0"><a href="/" class="link text-black">Home</a></li><li class="level-1 mb-4 md:mr-8 md:mb-0"><a href="/people/" class="link text-black">People</a></li><li class="level-1 mb-4 md:mr-8 md:mb-0"><a href="/research/" class="link text-black">Research</a></li><li class="level-1 mb-4 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href="/publications/anwar_specific/tiim/">TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks.</a></h2><time datetime="Thu Jan 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2015</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/anwar_specific/talos/">Talos: Encrypted Query Processing for the Internet of Things.</a></h2><time datetime="Sun Nov 01 2015 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2015</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/anwar_specific/crosszig/">CrossZig: Combating Cross-Technology Interference in Low-power Wireless Networks.</a></h2><time datetime="Tue Nov 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2016</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/hidde_specific/decreg/">Decreg: A framework for preventing double-financing using blockchain technology</a></h2><time datetime="Sun Jan 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2017</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/anwar_specific/pilatus/">Secure Sharing of Partially Homomorphic Encrypted IoT Data.</a></h2><time datetime="Wed Nov 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2017</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/lukas_specific/blockchain/">Towards Blockchain-based Auditable Storage and Sharing of IoT Data.</a></h2><time datetime="Wed Nov 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2017</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/marble/">Marble: Making Fully Homomorphic Encryption Accessible to All.</a></h2><time datetime="Mon Oct 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time)">01.10.2018</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/lukas_specific/fl/">Robust Secure Aggregation for Privacy-Preserving Federated Learning with Adversaries</a></h2><time datetime="Fri Nov 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2019</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/fabiobertschi/">Fabio Bertschi</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/gyorgyrethy/">Gyorgy Rethy</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/anwarhithnawi/">Anwar Hithnawi</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/patrickjattke/">Analysis, Design and Implementation of Advanced Optimization Strategies for the Marble FHE Compiler</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/ullaaeschbacher/">Ulla Aeschbacher</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/projects/alexanderviand/">Projects</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/timecrypt/">TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control.</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/nicolaskuechler/">Nicolas Küchler</a></h2><time datetime="Sat Jan 04 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">04.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/hiddelycklama/">Hidde Lycklama</a></h2><time datetime="Sun Jan 05 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">05.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/emanuelopel/">Emanuel Opel</a></h2><time datetime="Mon Jan 06 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">06.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/ishagupta/">Isha Gupta</a></h2><time datetime="Tue Jan 07 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">07.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/HelloWorld/">&gt; Hello, World!</a></h2><time datetime="Sat Feb 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/timecrypt/">TimeCrypt is accepted at USENIX NSDI 2020!</a></h2><time datetime="Tue Feb 25 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">25.02.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/droplet/">Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams.</a></h2><time datetime="Fri May 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/msr/">Lukas Burkhalter receives the Microsoft Research Ph.D. Award! Congrats, Lukas!</a></h2><time datetime="Wed May 13 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">13.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/nicolaskuechler/">Enforcement of Privacy Policies via Encryption for Distributed Unbounded Data</a></h2><time datetime="Fri May 15 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">15.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/droplet/">Droplet is accepted at USENIX Security Symposium 2020!</a></h2><time datetime="Sat May 16 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">16.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/hiddelycklama/">Scalable and Robust Privacy-Preserving Federated Learning</a></h2><time datetime="Tue Jun 23 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">23.06.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/nicolas/">Nicolas Küchler joins the PPS Lab as a Ph.D. student. Welcome, Nicolas!</a></h2><time datetime="Tue Sep 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.09.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/ethgrant/">We received the ETH Research Grant!</a></h2><time datetime="Tue Dec 15 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">15.12.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/fhe/">Upcoming paper on Fully Homomorphic Encryption Compilers is accepted at the IEEE S&amp;P 2021!</a></h2><time datetime="Mon Dec 28 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">28.12.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/ml-sec/">Secure and Robust Collaborative Learning</a></h2><time datetime="Fri Jan 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/e2e-privacy/">End-to-End Designs for Data Privacy</a></h2><time datetime="Sat Jan 02 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/fhe/">SoK: Fully Homomorphic Encryption Compilers.</a></h2><time datetime="Sun Jan 03 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">03.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/fhe/">Accessible Privacy Preserving Computation</a></h2><time datetime="Sun Jan 03 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">03.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/pp-stream/">Privacy Preserving Stream Analytics at Scale</a></h2><time datetime="Tue Jan 05 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">05.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/hidde/">Hidde Lycklama joins the PPS Lab as a Ph.D. student. Welcome, Hidde!</a></h2><time datetime="Mon Mar 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/zeph/">Zeph is accepted at USENIX OSDI 2021!</a></h2><time datetime="Sun Mar 14 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">14.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/zeph/">Zeph: Cryptographic Enforcement of End-to-End Data Privacy.</a></h2><time datetime="Mon Mar 15 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">15.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/Lukas_internship/">Lukas started a research internship at &lt;a href=&quot;https://brave.com/&quot; target=&quot;_blank&quot;&gt;Brave&lt;/a&gt;!</a></h2><time datetime="Tue Jun 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.06.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks/">Alex gave invited talks about &quot;FHE Development Ecosystem: Tools, Compilers &amp; Challenges&quot; at &lt;a href=&quot;https://securitylunch.stanford.edu/&quot; target=&quot;_blank&quot;&gt;Stanford Sec. Seminar&lt;/a&gt;, UC Berkeley, Intel, &lt;a href=&quot;https://fhe.org/talks/2021-05-20_fhe_tools&quot; target=&quot;_blank&quot;&gt;FHE.org.&lt;/a&gt;</a></h2><time datetime="Thu Jun 17 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">17.06.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/pps_photos/">We had our first social outing as a group. Here is &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/pps_group_photo.jpg&quot; target=&quot;_blank&quot;&gt;a photo&lt;/a&gt; of us!</a></h2><time datetime="Tue Jul 20 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">20.07.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_internship/">Alex started a research internship at Intel!</a></h2><time datetime="Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/nicolas_talks/">Nicolas gave talks at &lt;a href=&quot;https://securitylunch.stanford.edu/&quot; target=&quot;_blank&quot;&gt;Stanford Security Seminar&lt;/a&gt; and UC Berkeley about Zeph.</a></h2><time datetime="Wed Aug 04 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">04.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/facebook_award/">We received the &lt;a href=&quot;https://research.fb.com/blog/2021/07/investing-in-academic-research-to-improve-our-privacy-technology-our-approach-and-recent-rfp-winners/&quot; target=&quot;_blank&quot;&gt;Facebook Research Award!&lt;/a&gt;</a></h2><time datetime="Thu Aug 05 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">05.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/srcgrant/">Our lab received the Semiconductor Research Corporation Grant!</a></h2><time datetime="Thu Aug 12 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">12.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/bootcamp/">Private Outsourced Translation for Medical Data.</a></h2><time datetime="Mon Aug 30 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">30.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/emanuelopel/">Privacy Transformation Planner for User-centric Data Privacy Systems</a></h2><time datetime="Mon Sep 13 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">13.09.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/intel_talk/">Anwar gave a talk at the launch of Intel&#39;s Crypto Frontier Center!</a></h2><time datetime="Thu Sep 30 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">30.09.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/rofl-at-scale/">Deploying RoFL at Scale</a></h2><time datetime="Tue Oct 26 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">26.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/auditing/">Cryptographic Audits for Secure Machine Learning</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/e2e-fhe-toolchain/">Deploying Secure Computation on Heterogeneous Hardware</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/e2e-privacy/">End-to-End System Designs for Privacy</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks_2/">Alex gave talks at Stanford Software Lunch Seminar and NVIDIA about FHE Development Ecosystem.</a></h2><time datetime="Thu Nov 11 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">11.11.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/pyfhel/">Pyfhel: PYthon For Homomorphic Encryption Libraries</a></h2><time datetime="Mon Nov 15 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">15.11.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/brown_win/">Anwar gave invited talks at Brown University and &lt;a href=&quot;https://madsp.cs.wisc.edu/sp-seminar/2021210-anwar-hithnawi/&quot; target=&quot;_blank&quot;&gt; University of Wisconsin-Madison &lt;/a&gt;about Cryptographic Enforcement of End-to-End Data Privacy!</a></h2><time datetime="Fri Dec 10 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">10.12.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/facebook_talk/">Anwar gave an invited talk at Facebook research labs about Systems Designs for End-to-End Privacy!</a></h2><time datetime="Mon Jan 10 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">10.01.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/fhe-practical/">Is Fully Homomorphic Encryption practical yet?</a></h2><time datetime="Thu Feb 03 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">03.02.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks_HECO/">Alex gave talks at the FHE.org Conference and &lt;a href=&quot;https://www.youtube.com/watch?v=Wkluh79kFcU&quot; target=&quot;_blank&quot;&gt; Protocol Labs Research Seminar&lt;/a&gt; about HECO, our FHE Compiler.</a></h2><time datetime="Wed Jun 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">01.06.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/anwar_flow/">Anwar gave a talk about Security and Robustness of Collaborative Learning Systems at the &lt;a href=&quot;https://www.youtube.com/watch?v=qQ7qAUOvu9g&quot; target=&quot;_blank&quot;&gt; FLOW Seminar&lt;/a&gt;.</a></h2><time datetime="Wed Jun 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.06.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/pps_photo_2022/">We have a new group photo. Here is &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/pps_group_photo_2022.jpg&quot; target=&quot;_blank&quot;&gt;a photo&lt;/a&gt; of us!</a></h2><time datetime="Sun Jul 31 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">31.07.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/lukas_defense/">Congratulations to Lukas Burkhalter, who successfully defended his Ph.D. thesis this week! &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/lukas_defense.jpeg&quot; target=&quot;_blank&quot;&gt;Photo&lt;/a&gt;.</a></h2><time datetime="Thu Sep 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.09.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/lukasburkhalter/">Privacy-Centric Systems for Stream Data Processing</a></h2><time datetime="Thu Sep 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.09.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/christianknabenhans/">Practical Integrity Protection for Private Computations</a></h2><time datetime="Mon Oct 17 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">17.10.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/heco/">HECO is accepted at USENIX Security 2023!</a></h2><time datetime="Fri Nov 18 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">18.11.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/google/">We received the Google Research Award!</a></h2><time datetime="Sun Nov 20 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">20.11.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/camel_mlsafety/">Cryptographic Auditing for Collaborative Learning</a></h2><time datetime="Fri Dec 09 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">09.12.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/VFPS/">VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?.</a></h2><time datetime="Fri Dec 23 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">23.12.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/clementthorens/">Clément Thorens</a></h2><time datetime="Wed Feb 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/lenacsomor/">Lena Csomor</a></h2><time datetime="Thu Feb 02 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">02.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/patrickjattke/">Patrick Jattke</a></h2><time datetime="Fri Feb 03 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">03.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/yushanwei/">Yu-Shan Wei</a></h2><time datetime="Sat Feb 04 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">04.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/chris_talks_vFHE/">Chris gave talks about Verifiable Fully Homomorphic Encryption at UC Berkeley Sec. Seminar, Stanford Sec. Seminar, Intel Labs, UCSD (invited guest lecture), and the FHE.org conference. Check the talk &lt;a href=&quot;https://www.youtube.com/watch?v=8bVHYi7avCU&quot; target=&quot;_blank&quot;&gt;here&lt;/a&gt;.</a></h2><time datetime="Fri Mar 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.03.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/RoFL/">RoFL is accepted at IEEE S&amp;P (Oakland) 2023!</a></h2><time datetime="Sat Apr 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/lenacsomor/">Bridging the Gap between Privacy Incidents and PETs</a></h2><time datetime="Wed Apr 05 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">05.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/ishagupta/">Understanding Backdoor Poisoning Attacks from the Perspective of the Data Distribution</a></h2><time datetime="Sat Apr 15 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">15.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_exam/">Alex successfully defended his PhD thesis last week. Congratulations, Dr. Alex! &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/alex_defense.jpg&quot; target=&quot;_blank&quot;&gt;Photo&lt;/a&gt;.</a></h2><time datetime="Mon Apr 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/alexanderviand/">Useable Fully Homomorphic Encryption</a></h2><time datetime="Mon Apr 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/miro_haller/">Miro Haller</a></h2><time datetime="Fri Jun 02 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">02.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/heco/">HECO: Fully Homomorphic Encryption Compiler.</a></h2><time datetime="Sun Jun 04 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">04.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/rofl/">RoFL: Robustness of Secure Federated Learning</a></h2><time datetime="Tue Jun 06 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">06.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/fhe-tensorflow/">Scheme-Independent FHE Compiler for TensorFlow</a></h2><time datetime="Mon Jun 12 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">12.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/hotpets/">We received the best talk award at HotPETs for our work on &quot;Bridging the Gap between Privacy Incidents and PETs&quot;!</a></h2><time datetime="Fri Jul 14 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">14.07.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/CoVault/">CoVault: Secure Selective Analytics of Sensitive Data for the Public Good.</a></h2><time datetime="Sun Jul 23 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">23.07.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/privacy-threat-modeling/">From Threats to Concrete Harms: A New Approach to Privacy Threat Modeling</a></h2><time datetime="Thu Sep 07 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">07.09.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/fhe_arithmetization/">Arithmetizing FHE in Circom</a></h2><time datetime="Fri Oct 27 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/fhew_tfhe/">A primer on the FHEW &amp; TFHE schemes</a></h2><time datetime="Fri Oct 27 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/cohere/">Cohere is accepted at IEEE S&amp;P (Oakland) 2024!</a></h2><time datetime="Wed Nov 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/christianknabenhans/">Christian Knabenhans</a></h2><time datetime="Tue Jan 02 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/VFHE/">Verifiable Fully Homomorphic Encryption</a></h2><time datetime="Thu Jan 18 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">18.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/cohere/">Cohere: Managing Differential Privacy in Large Scale Systems</a></h2><time datetime="Tue Jan 23 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">23.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/lukasburkhalter/">Lukas Burkhalter</a></h2><time datetime="Thu Feb 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/arc/">Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning</a></h2><time datetime="Tue Feb 27 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">27.02.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alexanderviand/">Alexander Viand</a></h2><time datetime="Fri Mar 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">01.03.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/arc/">Arc is accepted at USENIX Security 2024!</a></h2><time datetime="Mon Jun 10 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">10.06.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/404.html">Oops!</a></h2><time datetime="Sun Aug 11 2024 17:58:38 GMT+0000 (Coordinated Universal Time)">11.08.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/">Blog</a></h2><time datetime="Sun Aug 11 2024 17:58:38 GMT+0000 (Coordinated Universal Time)">11.08.2024</time></article><article class="text-gray-500 mb-8 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Auditable Storage and Sharing of IoT Data.</a></h2><time datetime="Wed Nov 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2017</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/marble/">Marble: Making Fully Homomorphic Encryption Accessible to All.</a></h2><time datetime="Mon Oct 01 2018 00:00:00 GMT+0000 (Coordinated Universal Time)">01.10.2018</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/lukas_specific/fl/">Robust Secure Aggregation for Privacy-Preserving Federated Learning with Adversaries</a></h2><time datetime="Fri Nov 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2019</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/fabiobertschi/">Fabio Bertschi</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/gyorgyrethy/">Gyorgy Rethy</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/anwarhithnawi/">Anwar Hithnawi</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/patrickjattke/">Analysis, Design and Implementation of Advanced Optimization Strategies for the Marble FHE Compiler</a></h2><time datetime="Wed Jan 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/ullaaeschbacher/">Ulla Aeschbacher</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/projects/alexanderviand/">Projects</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/timecrypt/">TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control.</a></h2><time datetime="Thu Jan 02 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/nicolaskuechler/">Nicolas Küchler</a></h2><time datetime="Sat Jan 04 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">04.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/hiddelycklama/">Hidde Lycklama</a></h2><time datetime="Sun Jan 05 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">05.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/emanuelopel/">Emanuel Opel</a></h2><time datetime="Mon Jan 06 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">06.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/ishagupta/">Isha Gupta</a></h2><time datetime="Tue Jan 07 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">07.01.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/HelloWorld/">&gt; Hello, World!</a></h2><time datetime="Sat Feb 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/timecrypt/">TimeCrypt is accepted at USENIX NSDI 2020!</a></h2><time datetime="Tue Feb 25 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">25.02.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/droplet/">Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams.</a></h2><time datetime="Fri May 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/msr/">Lukas Burkhalter receives the Microsoft Research Ph.D. Award! Congrats, Lukas!</a></h2><time datetime="Wed May 13 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">13.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/nicolaskuechler/">Enforcement of Privacy Policies via Encryption for Distributed Unbounded Data</a></h2><time datetime="Fri May 15 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">15.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/droplet/">Droplet is accepted at USENIX Security Symposium 2020!</a></h2><time datetime="Sat May 16 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">16.05.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/hiddelycklama/">Scalable and Robust Privacy-Preserving Federated Learning</a></h2><time datetime="Tue Jun 23 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">23.06.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/nicolas/">Nicolas Küchler joins the PPS Lab as a Ph.D. student. Welcome, Nicolas!</a></h2><time datetime="Tue Sep 01 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">01.09.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/ethgrant/">We received the ETH Research Grant!</a></h2><time datetime="Tue Dec 15 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">15.12.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/fhe/">Upcoming paper on Fully Homomorphic Encryption Compilers is accepted at the IEEE S&amp;P 2021!</a></h2><time datetime="Mon Dec 28 2020 00:00:00 GMT+0000 (Coordinated Universal Time)">28.12.2020</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/ml-sec/">Secure and Robust Collaborative Learning</a></h2><time datetime="Fri Jan 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/e2e-privacy/">End-to-End Designs for Data Privacy</a></h2><time datetime="Sat Jan 02 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/fhe/">SoK: Fully Homomorphic Encryption Compilers.</a></h2><time datetime="Sun Jan 03 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">03.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/fhe/">Accessible Privacy Preserving Computation</a></h2><time datetime="Sun Jan 03 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">03.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/research/pp-stream/">Privacy Preserving Stream Analytics at Scale</a></h2><time datetime="Tue Jan 05 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">05.01.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/hidde/">Hidde Lycklama joins the PPS Lab as a Ph.D. student. Welcome, Hidde!</a></h2><time datetime="Mon Mar 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/zeph/">Zeph is accepted at USENIX OSDI 2021!</a></h2><time datetime="Sun Mar 14 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">14.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/zeph/">Zeph: Cryptographic Enforcement of End-to-End Data Privacy.</a></h2><time datetime="Mon Mar 15 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">15.03.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/Lukas_internship/">Lukas started a research internship at &lt;a href=&quot;https://brave.com/&quot; target=&quot;_blank&quot;&gt;Brave&lt;/a&gt;!</a></h2><time datetime="Tue Jun 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.06.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks/">Alex gave invited talks about &quot;FHE Development Ecosystem: Tools, Compilers &amp; Challenges&quot; at &lt;a href=&quot;https://securitylunch.stanford.edu/&quot; target=&quot;_blank&quot;&gt;Stanford Sec. Seminar&lt;/a&gt;, UC Berkeley, Intel, &lt;a href=&quot;https://fhe.org/talks/2021-05-20_fhe_tools&quot; target=&quot;_blank&quot;&gt;FHE.org.&lt;/a&gt;</a></h2><time datetime="Thu Jun 17 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">17.06.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/pps_photos/">We had our first social outing as a group. Here is &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/pps_group_photo.jpg&quot; target=&quot;_blank&quot;&gt;a photo&lt;/a&gt; of us!</a></h2><time datetime="Tue Jul 20 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">20.07.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_internship/">Alex started a research internship at Intel!</a></h2><time datetime="Sun Aug 01 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">01.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/nicolas_talks/">Nicolas gave talks at &lt;a href=&quot;https://securitylunch.stanford.edu/&quot; target=&quot;_blank&quot;&gt;Stanford Security Seminar&lt;/a&gt; and UC Berkeley about Zeph.</a></h2><time datetime="Wed Aug 04 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">04.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/facebook_award/">We received the &lt;a href=&quot;https://research.fb.com/blog/2021/07/investing-in-academic-research-to-improve-our-privacy-technology-our-approach-and-recent-rfp-winners/&quot; target=&quot;_blank&quot;&gt;Facebook Research Award!&lt;/a&gt;</a></h2><time datetime="Thu Aug 05 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">05.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/srcgrant/">Our lab received the Semiconductor Research Corporation Grant!</a></h2><time datetime="Thu Aug 12 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">12.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/bootcamp/">Private Outsourced Translation for Medical Data.</a></h2><time datetime="Mon Aug 30 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">30.08.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/emanuelopel/">Privacy Transformation Planner for User-centric Data Privacy Systems</a></h2><time datetime="Mon Sep 13 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">13.09.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/intel_talk/">Anwar gave a talk at the launch of Intel&#39;s Crypto Frontier Center!</a></h2><time datetime="Thu Sep 30 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">30.09.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/rofl-at-scale/">Deploying RoFL at Scale</a></h2><time datetime="Tue Oct 26 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">26.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/auditing/">Cryptographic Audits for Secure Machine Learning</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/e2e-fhe-toolchain/">Deploying Secure Computation on Heterogeneous Hardware</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/e2e-privacy/">End-to-End System Designs for Privacy</a></h2><time datetime="Wed Oct 27 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks_2/">Alex gave talks at Stanford Software Lunch Seminar and NVIDIA about FHE Development Ecosystem.</a></h2><time datetime="Thu Nov 11 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">11.11.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/alex_specific/pyfhel/">Pyfhel: PYthon For Homomorphic Encryption Libraries</a></h2><time datetime="Mon Nov 15 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">15.11.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/brown_win/">Anwar gave invited talks at Brown University and &lt;a href=&quot;https://madsp.cs.wisc.edu/sp-seminar/2021210-anwar-hithnawi/&quot; target=&quot;_blank&quot;&gt; University of Wisconsin-Madison &lt;/a&gt;about Cryptographic Enforcement of End-to-End Data Privacy!</a></h2><time datetime="Fri Dec 10 2021 00:00:00 GMT+0000 (Coordinated Universal Time)">10.12.2021</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/facebook_talk/">Anwar gave an invited talk at Facebook research labs about Systems Designs for End-to-End Privacy!</a></h2><time datetime="Mon Jan 10 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">10.01.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/fhe-practical/">Is Fully Homomorphic Encryption practical yet?</a></h2><time datetime="Thu Feb 03 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">03.02.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_talks_HECO/">Alex gave talks at the FHE.org Conference and &lt;a href=&quot;https://www.youtube.com/watch?v=Wkluh79kFcU&quot; target=&quot;_blank&quot;&gt; Protocol Labs Research Seminar&lt;/a&gt; about HECO, our FHE Compiler.</a></h2><time datetime="Wed Jun 01 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">01.06.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/anwar_flow/">Anwar gave a talk about Security and Robustness of Collaborative Learning Systems at the &lt;a href=&quot;https://www.youtube.com/watch?v=qQ7qAUOvu9g&quot; target=&quot;_blank&quot;&gt; FLOW Seminar&lt;/a&gt;.</a></h2><time datetime="Wed Jun 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.06.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/pps_photo_2022/">We have a new group photo. Here is &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/pps_group_photo_2022.jpg&quot; target=&quot;_blank&quot;&gt;a photo&lt;/a&gt; of us!</a></h2><time datetime="Sun Jul 31 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">31.07.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/lukas_defense/">Congratulations to Lukas Burkhalter, who successfully defended his Ph.D. thesis this week! &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/lukas_defense.jpeg&quot; target=&quot;_blank&quot;&gt;Photo&lt;/a&gt;.</a></h2><time datetime="Thu Sep 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.09.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/lukasburkhalter/">Privacy-Centric Systems for Stream Data Processing</a></h2><time datetime="Thu Sep 22 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">22.09.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/christianknabenhans/">Practical Integrity Protection for Private Computations</a></h2><time datetime="Mon Oct 17 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">17.10.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/heco/">HECO is accepted at USENIX Security 2023!</a></h2><time datetime="Fri Nov 18 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">18.11.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/google/">We received the Google Research Award!</a></h2><time datetime="Sun Nov 20 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">20.11.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/camel_mlsafety/">Cryptographic Auditing for Collaborative Learning</a></h2><time datetime="Fri Dec 09 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">09.12.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/VFPS/">VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?.</a></h2><time datetime="Fri Dec 23 2022 00:00:00 GMT+0000 (Coordinated Universal Time)">23.12.2022</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/clementthorens/">Clément Thorens</a></h2><time datetime="Wed Feb 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/lenacsomor/">Lena Csomor</a></h2><time datetime="Thu Feb 02 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">02.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/patrickjattke/">Patrick Jattke</a></h2><time datetime="Fri Feb 03 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">03.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/yushanwei/">Yu-Shan Wei</a></h2><time datetime="Sat Feb 04 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">04.02.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/chris_talks_vFHE/">Chris gave talks about Verifiable Fully Homomorphic Encryption at UC Berkeley Sec. Seminar, Stanford Sec. Seminar, Intel Labs, UCSD (invited guest lecture), and the FHE.org conference. Check the talk &lt;a href=&quot;https://www.youtube.com/watch?v=8bVHYi7avCU&quot; target=&quot;_blank&quot;&gt;here&lt;/a&gt;.</a></h2><time datetime="Fri Mar 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.03.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/RoFL/">RoFL is accepted at IEEE S&amp;P (Oakland) 2023!</a></h2><time datetime="Sat Apr 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/lenacsomor/">Bridging the Gap between Privacy Incidents and PETs</a></h2><time datetime="Wed Apr 05 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">05.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/ishagupta/">Understanding Backdoor Poisoning Attacks from the Perspective of the Data Distribution</a></h2><time datetime="Sat Apr 15 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">15.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/alex_exam/">Alex successfully defended his PhD thesis last week. Congratulations, Dr. Alex! &lt;a href=&quot;https://pps-lab.com/images/people/group_photos/alex_defense.jpg&quot; target=&quot;_blank&quot;&gt;Photo&lt;/a&gt;.</a></h2><time datetime="Mon Apr 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-theses/alexanderviand/">Useable Fully Homomorphic Encryption</a></h2><time datetime="Mon Apr 24 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">24.04.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/miro_haller/">Miro Haller</a></h2><time datetime="Fri Jun 02 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">02.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/heco/">HECO: Fully Homomorphic Encryption Compiler.</a></h2><time datetime="Sun Jun 04 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">04.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/rofl/">RoFL: Robustness of Secure Federated Learning</a></h2><time datetime="Tue Jun 06 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">06.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/fhe-tensorflow/">Scheme-Independent FHE Compiler for TensorFlow</a></h2><time datetime="Mon Jun 12 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">12.06.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/hotpets/">We received the best talk award at HotPETs for our work on &quot;Bridging the Gap between Privacy Incidents and PETs&quot;!</a></h2><time datetime="Fri Jul 14 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">14.07.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/CoVault/">CoVault: Secure Selective Analytics of Sensitive Data for the Public Good.</a></h2><time datetime="Sun Jul 23 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">23.07.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/student-projects/privacy-threat-modeling/">From Threats to Concrete Harms: A New Approach to Privacy Threat Modeling</a></h2><time datetime="Thu Sep 07 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">07.09.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/fhe_arithmetization/">Arithmetizing FHE in Circom</a></h2><time datetime="Fri Oct 27 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/fhew_tfhe/">A primer on the FHEW &amp; TFHE schemes</a></h2><time datetime="Fri Oct 27 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">27.10.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/cohere/">Cohere is accepted at IEEE S&amp;P (Oakland) 2024!</a></h2><time datetime="Wed Nov 01 2023 00:00:00 GMT+0000 (Coordinated Universal Time)">01.11.2023</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/christianknabenhans/">Christian Knabenhans</a></h2><time datetime="Tue Jan 02 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">02.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/VFHE/">Verifiable Fully Homomorphic Encryption</a></h2><time datetime="Thu Jan 18 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">18.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/cohere/">Cohere: Managing Differential Privacy in Large Scale Systems</a></h2><time datetime="Tue Jan 23 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">23.01.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alumni/lukasburkhalter/">Lukas Burkhalter</a></h2><time datetime="Thu Feb 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">01.02.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/publications/arc/">Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning</a></h2><time datetime="Tue Feb 27 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">27.02.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/people/alexanderviand/">Alexander Viand</a></h2><time datetime="Fri Mar 01 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">01.03.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/news/arc/">Arc is accepted at USENIX Security 2024!</a></h2><time datetime="Mon Jun 10 2024 00:00:00 GMT+0000 (Coordinated Universal Time)">10.06.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/404.html">Oops!</a></h2><time datetime="Sun Aug 11 2024 18:01:40 GMT+0000 (Coordinated Universal Time)">11.08.2024</time></article><article class="text-gray-500 mb-8 pb-8 border-b border-gray-200"><h2 class="text-4xl mb-3"><a class="block text-pink-500 hover:text-purple-900" href="/blog/">Blog</a></h2><time datetime="Sun Aug 11 2024 18:01:40 GMT+0000 (Coordinated Universal Time)">11.08.2024</time></article><article class="text-gray-500 mb-8 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diff --git a/css/main.css b/css/main.css
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diff --git a/people/anwarhithnawi/index.html b/people/anwarhithnawi/index.html
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ml-0 md:ml-8 border-b border-gray-300 md:border-b-0"><a href="#" class="block mt-1 text-lg leading-tight font-medium text-black hover:underline">Anwar Hithnawi</a><p class="text-gray-700">Group Leader</p><ul class="mt-4 text-sm break-all contact-card"><li><a href="#" class="inline"><svg class="contact-card-icon" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M16 12a4 4 0 10-8 0 4 4 0 008 0zm0 0v1.5a2.5 2.5 0 005 0V12a9 9 0 10-9 9m4.5-1.206a8.959 8.959 0 01-4.5 1.207"></path></svg> <span>an</span><span>wa</span><span>r.</span><span>hi</span><span>th</span><span>na</span><span>wi</span><span>@i</span><span>nf</span><span>.e</span><span>th</span><span>z.</span><span>ch</span></a></li><li><a href="https://twitter.com/anwarhit" class="inline"><svg class="contact-card-icon fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" 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My research focuses on data privacy, applied cryptography, and systems. I completed my Ph.D. in Computer Science at ETH Zurich. Upon graduating, I spent two wonderful years as a postdoc at UC Berkeley. For more information on my current research, please visit the <a href="http://pps-lab.github.io/">PPS research lab page</a>. Outside of research, I enjoy cycling and swimming.</p><div class="text-center mt-4 text-lg"><span class="inline-block px-8 py-4" style="max-width: 100%; background-color: #f5f5f5;"><span id="message" class="text-black text-sm">I'll be joining the Computer Science Department at the University of Toronto as an Assistant Professor in January 2025. I am actively recruiting PhD students to join my research group. If you are interested, please apply directly to the Department of Computer Science’s graduate program and mention my name in your application.</span></span></div><h1>Research Group <small>[Photos: <a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg">2023</a>,<a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2022.jpg">2022</a>,<a href="https://pps-lab.com/images/people/group_photos/pps_group_photo.jpg">2021</a>]</small></h1><div id="group-image-float"><a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg" target="_blank" aria-current="page" rel="noopener"><img src="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg" class="h-56 2xl:h-64" alt="PPS Lab 2023"></a></div><h2>Current Students</h2><ul><li>Nicolas Küchler (Ph.D.)</li><li>Hidde Lycklama (Ph.D.)</li><li>Emanuel Opel (MS)</li><li>Isha Gupta (MS)</li></ul><h2>Former Students</h2><ul><li>Alexander Viand ( Ph.D. → Cryptography Researcher at Intel Labs)</li><li>Lukas Burkhalter <strong>[🏅 Microsoft Research Ph.D. Award]</strong> ( Ph.D. → Cryptography Engineer at <a href="https://proton.me/">Proton</a>)</li><li>Christian Knabenhans (MS → Ph.D. student at EPFL)</li><li>Miro Haller (MS → Ph.D. student at UCSD)</li><li>Marko Mihajlovic (MS → Ph.D. student at ETH Zurich)</li><li>Patrick Jattke (MS → Ph.D. student at ETH Zurich)</li><li>Nicolas Küchler (MS → Ph.D. student at ETH Zurich)</li><li>Hidde Lycklama (MS → Ph.D. student at ETH Zurich)</li><li>Liangcheng Yu (MS → Ph.D. student at the University of Pennsylvania)</li><li>Lukas Burkhalter - <strong>[🏅 ETH Medal for Outstanding Master Thesis]</strong> (MS → Ph.D. student at ETH Zurich)</li><li>Su Li (MS → Ph.D. student at EPFL)</li><li>Vaibhav Kulkarni (MS → Ph.D. student at the University of Lausanne)</li><li>Yonathan Fisseha (BS → Ph.D. student at the University of Michigan)</li><li>Clément Thorens (MS → Ph.D. student at ETH Zurich)</li><li>Lena Csomor (MS → CS High School Teacher at Kantonsschule Zurcher)</li><li>Matthias Lei (MS → Senior Consultant at Innovation Process Technology)</li><li>Dominic Plangger (MS → Lead Engineer at xorlab)</li><li>Michel Kaporin (MS → Software Engineer at ti&amp;m)</li><li>Yu-Shan Wei (MS → Software Engineer at LzLabs)</li></ul><h1>Academic Service:</h1><ul><li><strong>Program Committees</strong>: IEEE S&amp;P (Oakland) 2025, Middleware 2023</li><li><strong>Organization</strong>: ACM IPSN 2015 (Publication Chair), UbiComp 2013 (Chair for Demos and Posters)</li></ul><h1>Selected Honors &amp; Awards:</h1><ul><li>Google Research Award.</li><li>Rising Stars in EECS.</li><li>Facebook Research Award.</li><li>Semiconductor Research Corporation Grant.</li><li>ETH Research Grant.</li><li>SNF Ambizione Grant.</li><li>SNF Postdoctoral Fellowship.</li><li>Google Anita Borg Scholarship.</li><li>DAAD Scholarship for Master's Studies.</li></ul><h1>Selected Recent Invited Talks:</h1><ul><li><strong>Upcoming</strong> Democratizing Privacy-Preserving Computation. <em>EPFL Summer Research Institute (SuRI)</em></li><li>Privacy-Preserving Systems for a Data-Driven World. <em>University of Toronto, Waterloo, Oxford, Brown, UCSD, UPenn, NYU, Harvard</em> [<a href="https://pps-lab.com/images/main/Privacy-Preserving-Systems.pdf">Slides</a>]</li><li>Useable Fully Homomorphic Encryption: Challenges &amp; Opportunities. <em>Intel Labs</em>. [<a href="https://pps-lab.com/images/main/Useable_FHE_Challenges_and_Opportunities.pdf">Slides</a>]</li><li>Security and Robustness of Collaborative Learning Systems. <em>University of Cambridge (invited guest lecture), FLOW Research Seminar, MBZUAI Workshop on CL, University St.Gallen CS Research Seminar, ZISC Seminar, UC Berkeley, MLSys Workshop on Decentralized and Collaborative Learning</em>. [<a href="https://pps-lab.com/images/main/CL_Lec.pdf">Slides</a>, <a href="https://www.youtube.com/watch?v=qQ7qAUOvu9g&amp;ab_channel=FederatedLearningOneWorldSeminar">Video</a>]</li><li>Systems Designs for End-to-End Privacy. <em>Meta Labs, Columbia University, CISPA, Max Planck</em>. [<a href="https://pps-lab.com/images/main/E2E_privacy_2022_new.pdf">Slides</a>]</li><li>Cryptographic Enforcement of End-to-End Data Privacy. <em>Brown University, University of Wisconsin-Madison</em>.</li><li>Compiler Design for Fully Homomorphic Encryption. <em>Intel's Crypto Frontier Center</em>.</li><li>Encrypted Data Stream Processing at Scale. <em>Intel, VMware, UC Berkeley</em>.</li><li>Decentralized Authorization and Access Control for Encrypted Data Streams. <em>UC Berkeley</em>.</li></ul><h1>Selected Publications:</h1><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2402.15780" target="_blank" rel="noopener"><img alt="Thumbnail of Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning" src="/images/papers/paper_arc_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning</span><a href="https://arxiv.org/abs/2402.15780" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/pps-lab/arc" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="https://cknabs.github.io/" target="_blank" rel="noopener"><span>Christian Knabenhans</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2024.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2301.08517" target="_blank" rel="noopener"><img alt="Thumbnail of Cohere: Managing Differential Privacy in Large Scale Systems" src="/images/papers/paper_cohere_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Cohere: Managing Differential Privacy in Large Scale Systems</span><a href="https://arxiv.org/abs/2301.08517" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.youtube.com/watch?v=FiBUDhQrBFs" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="https://emanuelopel.ch/" target="_blank" rel="noopener"><span>Emanuel Opel</span></a>, <a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2024.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2301.07041" target="_blank" rel="noopener"><img alt="Thumbnail of Verifiable Fully Homomorphic Encryption" src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Verifiable Fully Homomorphic Encryption</span><a href="https://arxiv.org/abs/2301.07041" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/MarbleHE/ringSNARK" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=8bVHYi7avCU&amp;t" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span>*</a>, <a href="https://cknabs.github.io/" target="_blank" rel="noopener"><span>Christian Knabenhans</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>Preprint, arXiv:2301.07041</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/pdf/2208.03784.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of CoVault: Secure Selective Analytics of Sensitive Data for the Public Good." src="/images/papers/paper_cohere_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">CoVault: Secure Selective Analytics of Sensitive Data for the Public Good.</span><a href="https://arxiv.org/pdf/2208.03784.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Roberta De Viti, Isaac Sheff, Noemi Glaeser, Baltasar Dinis, Rodrigo Rodrigues, Jonathan Katz, Bobby Bhattacharjee, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Deepak Garg, Peter Druschel</p><p class="text-red-600 font-bold"></p><p>Preprint, arXiv:2301.08517</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2107.03311" target="_blank" rel="noopener"><img alt="Thumbnail of RoFL: Robustness of Secure Federated Learning" src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">RoFL: Robustness of Secure Federated Learning</span><a href="https://arxiv.org/abs/2107.03311" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/pps-lab/rofl-project-code" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=Xi3fYGRgaBY&amp;t=41s" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span>*</a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span>*</a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2023.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2202.01649" target="_blank" rel="noopener"><img alt="Thumbnail of HECO: Fully Homomorphic Encryption Compiler." src="/images/papers/paper_sok_thumbnail.png"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">HECO: Fully Homomorphic Encryption Compiler.</span><a href="https://arxiv.org/abs/2202.01649" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/MarbleHE/ABC" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=SP3C6gLWIS4&amp;t=30s" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://comsec.ethz.ch/people/patrick-jattke/" target="_blank" rel="noopener"><span>Patrick Jattke</span></a>, <a href="https://mirohaller.com/" target="_blank" rel="noopener"><span>Miro Haller</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2023.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://openreview.net/forum?id=vNrSXIFJ9wz" target="_blank" rel="noopener"><img alt="Thumbnail of VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?." src="/images/papers/paper_timecrypt_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?.</span><a href="https://openreview.net/forum?id=vNrSXIFJ9wz" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Jiawei Jiang, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Fangcheng Fu, Bolin Ding, Bo Du, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Bo Li, Ce Zhang</p><p class="text-red-600 font-bold"></p><p>NeurIPS (Spotlight) 2022.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://pps-lab.com/papers/camel_mlsafety.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Cryptographic Auditing for Collaborative Learning" src="/images/papers/paper_camel_mlsafety_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Cryptographic Auditing for Collaborative Learning</span><a href="https://pps-lab.com/papers/camel_mlsafety.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://emanuelopel.ch/" target="_blank" rel="noopener"><span>Emanuel Opel</span></a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>ML Safety Workshop at NeurIPS 2022</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/osdi21-burkhalter.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Zeph: Cryptographic Enforcement of End-to-End Data Privacy." src="/images/papers/paper_zeph_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Zeph: Cryptographic Enforcement of End-to-End Data Privacy.</span><a href="https://www.usenix.org/system/files/osdi21-burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/system/files/osdi21_slides_burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=sP1wacks1pc" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span>*</a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span>*</a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX OSDI 2021.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2101.07078" target="_blank" rel="noopener"><img alt="Thumbnail of SoK: Fully Homomorphic Encryption Compilers." src="/images/papers/paper_sok_thumbnail.png"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">SoK: Fully Homomorphic Encryption Compilers.</span><a href="https://arxiv.org/abs/2101.07078" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://cdn.fhe.org/slides/fhe_tools_slides_alex_viand.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/MarbleHE/SoK" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://github.com/MarbleHE/SoK/wiki" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.youtube.com/watch?v=SGoHbXG5kgk" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://comsec.ethz.ch/people/patrick-jattke/" target="_blank" rel="noopener"><span>Patrick Jattke</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2021.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/sec20-shafagh.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams.</span><a href="https://www.usenix.org/system/files/sec20-shafagh.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/system/files/sec20_slides_shafagh.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/dropletchain/droplet-engine" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://dropletchain.github.io/" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.usenix.org/conference/usenixsecurity20/presentation/shafagh" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p>Hossein Shafagh, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Sylvia Ratnasamy, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2020.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/nsdi20-paper-burkhalter.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control." src="/images/papers/paper_timecrypt_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control.</span><a href="https://www.usenix.org/system/files/nsdi20-paper-burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/sites/default/files/conference/protected-files/nsdi20_slides_burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/TimeCrypt/timecrypt" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://timecrypt.io/" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.usenix.org/conference/nsdi20/presentation/burkhalter" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, Hossein Shafagh, Sylvia Ratnasamy</p><p class="text-red-600 font-bold"></p><p>USENIX NSDI 2020.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys17_Pilatus.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Secure Sharing of Partially Homomorphic Encrypted IoT Data." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Secure Sharing of Partially Homomorphic Encrypted IoT Data.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys17_Pilatus.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Pascal Fischli, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM SenSys 2017.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN16_CrossZig.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of CrossZig: Combating Cross-Technology Interference in Low-power Wireless Networks." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">CrossZig: Combating Cross-Technology Interference in Low-power Wireless Networks.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN16_CrossZig.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Su Li, Hossein Shafagh, James Gross, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM IPSN 2016.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys15_Talos.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Talos: Encrypted Query Processing for the Internet of Things." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Talos: Encrypted Query Processing for the Internet of Things.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys15_Talos.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Andreas Dröscher, Simon Duquennoy, Wen Hu</p><p class="text-red-600 font-bold"></p><p>ACM SenSys 2015.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN15_TIIM.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN15_TIIM.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Hossein Shafagh, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM IPSN 2015.</p></div></div></div><h1>Funding:</h1><div class="flex-grow flex flex-row flex-wrap gap-x-24 lg:gap-x-24 gap-y-16 mt-12 mb-4 place-content-center justify-center content-center items-stretch md:gap-y-24 md:mx-8"><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/snsf.svg" alt="SNSF"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/intel.svg" alt="Intel"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-8 w-auto object-contain" src="/images/funding/meta.svg" alt="Meta"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/google.svg" alt="Google"></div></div><p></p></div></div></article></main><div class="footer-wrapper"><footer id="footer" class="footer"><div class="inner m-auto md:flex justify-between items-center py-10"><a href="https://ethz.ch" class="block text-gray-500 hover:text-pink-500" target="_blank" rel="noopener noreferrer"><span class="sr-only">ETH</span> <img src="https://pps-lab.com/images/logo/eth_logo_cropped.png" alt="ETH logo" class="h-10"></a></div></footer></div></div><nav id="mobile-nav" class="mobile-nav fixed left-0 top-0 h-screen w-full overflow-y-auto pt-12 bg-gray-200 z-50 md:hidden"><ul><li class="item relative opacity-0"><a href="/" class="link block 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My research focuses on data privacy, applied cryptography, and systems. I completed my Ph.D. in Computer Science at ETH Zurich. Upon graduating, I spent two wonderful years as a postdoc at UC Berkeley. For more information on my current research, please visit the <a href="http://pps-lab.github.io/">PPS research lab page</a>. Outside of research, I enjoy cycling and swimming.</p><div class="text-center mt-4 text-lg"><span class="inline-block px-8 py-4" style="max-width: 100%; background-color: #f5f5f5;"><span id="message" class="text-black text-sm"><strong class="text-red-700">Update:</strong> I'll be joining the Computer Science Department at the University of Toronto as an Assistant Professor in January 2025. I am actively recruiting PhD students to join my research group. If you are interested, please apply directly to the Department of Computer Science’s graduate program and mention my name in your application.</span></span></div><h1>Research Group <small>[Photos: <a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg">2023</a>,<a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2022.jpg">2022</a>,<a href="https://pps-lab.com/images/people/group_photos/pps_group_photo.jpg">2021</a>]</small></h1><div id="group-image-float"><a href="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg" target="_blank" aria-current="page" rel="noopener"><img src="https://pps-lab.com/images/people/group_photos/pps_group_photo_2023.jpg" class="h-56 2xl:h-64" alt="PPS Lab 2023"></a></div><h2>Current Students</h2><ul><li>Nicolas Küchler (Ph.D.)</li><li>Hidde Lycklama (Ph.D.)</li><li>Emanuel Opel (MS)</li><li>Isha Gupta (MS)</li></ul><h2>Former Students</h2><ul><li>Alexander Viand ( Ph.D. → Cryptography Researcher at Intel Labs)</li><li>Lukas Burkhalter <strong>[🏅 Microsoft Research Ph.D. Award]</strong> ( Ph.D. → Cryptography Engineer at <a href="https://proton.me/">Proton</a>)</li><li>Christian Knabenhans (MS → Ph.D. student at EPFL)</li><li>Miro Haller (MS → Ph.D. student at UCSD)</li><li>Marko Mihajlovic (MS → Ph.D. student at ETH Zurich)</li><li>Patrick Jattke (MS → Ph.D. student at ETH Zurich)</li><li>Nicolas Küchler (MS → Ph.D. student at ETH Zurich)</li><li>Hidde Lycklama (MS → Ph.D. student at ETH Zurich)</li><li>Liangcheng Yu (MS → Ph.D. student at the University of Pennsylvania)</li><li>Lukas Burkhalter - <strong>[🏅 ETH Medal for Outstanding Master Thesis]</strong> (MS → Ph.D. student at ETH Zurich)</li><li>Su Li (MS → Ph.D. student at EPFL)</li><li>Vaibhav Kulkarni (MS → Ph.D. student at the University of Lausanne)</li><li>Yonathan Fisseha (BS → Ph.D. student at the University of Michigan)</li><li>Clément Thorens (MS → Ph.D. student at ETH Zurich)</li><li>Lena Csomor (MS → CS High School Teacher at Kantonsschule Zurcher)</li><li>Matthias Lei (MS → Senior Consultant at Innovation Process Technology)</li><li>Dominic Plangger (MS → Lead Engineer at xorlab)</li><li>Michel Kaporin (MS → Software Engineer at ti&amp;m)</li><li>Yu-Shan Wei (MS → Software Engineer at LzLabs)</li></ul><h1>Academic Service:</h1><ul><li><strong>Program Committees</strong>: IEEE S&amp;P (Oakland) 2025, Middleware 2023</li><li><strong>Organization</strong>: ACM IPSN 2015 (Publication Chair), UbiComp 2013 (Chair for Demos and Posters)</li></ul><h1>Selected Honors &amp; Awards:</h1><ul><li>Google Research Award.</li><li>Rising Stars in EECS.</li><li>Facebook Research Award.</li><li>Semiconductor Research Corporation Grant.</li><li>ETH Research Grant.</li><li>SNF Ambizione Grant.</li><li>SNF Postdoctoral Fellowship.</li><li>Google Anita Borg Scholarship.</li><li>DAAD Scholarship for Master's Studies.</li></ul><h1>Selected Recent Invited Talks:</h1><ul><li><strong>Upcoming</strong> Democratizing Privacy-Preserving Computation. <em>EPFL Summer Research Institute (SuRI)</em></li><li>Privacy-Preserving Systems for a Data-Driven World. <em>University of Toronto, Waterloo, Oxford, Brown, UCSD, UPenn, NYU, Harvard</em> [<a href="https://pps-lab.com/images/main/Privacy-Preserving-Systems.pdf">Slides</a>]</li><li>Useable Fully Homomorphic Encryption: Challenges &amp; Opportunities. <em>Intel Labs</em>. [<a href="https://pps-lab.com/images/main/Useable_FHE_Challenges_and_Opportunities.pdf">Slides</a>]</li><li>Security and Robustness of Collaborative Learning Systems. <em>University of Cambridge (invited guest lecture), FLOW Research Seminar, MBZUAI Workshop on CL, University St.Gallen CS Research Seminar, ZISC Seminar, UC Berkeley, MLSys Workshop on Decentralized and Collaborative Learning</em>. [<a href="https://pps-lab.com/images/main/CL_Lec.pdf">Slides</a>, <a href="https://www.youtube.com/watch?v=qQ7qAUOvu9g&amp;ab_channel=FederatedLearningOneWorldSeminar">Video</a>]</li><li>Systems Designs for End-to-End Privacy. <em>Meta Labs, Columbia University, CISPA, Max Planck</em>. [<a href="https://pps-lab.com/images/main/E2E_privacy_2022_new.pdf">Slides</a>]</li><li>Cryptographic Enforcement of End-to-End Data Privacy. <em>Brown University, University of Wisconsin-Madison</em>.</li><li>Compiler Design for Fully Homomorphic Encryption. <em>Intel's Crypto Frontier Center</em>.</li><li>Encrypted Data Stream Processing at Scale. <em>Intel, VMware, UC Berkeley</em>.</li><li>Decentralized Authorization and Access Control for Encrypted Data Streams. <em>UC Berkeley</em>.</li></ul><h1>Selected Publications:</h1><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2402.15780" target="_blank" rel="noopener"><img alt="Thumbnail of Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning" src="/images/papers/paper_arc_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Holding Secrets Accountable: Auditing Privacy-Preserving Machine Learning</span><a href="https://arxiv.org/abs/2402.15780" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/pps-lab/arc" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="https://cknabs.github.io/" target="_blank" rel="noopener"><span>Christian Knabenhans</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2024.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/pps-lab/arc" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2301.08517" target="_blank" rel="noopener"><img alt="Thumbnail of Cohere: Managing Differential Privacy in Large Scale Systems" src="/images/papers/paper_cohere_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Cohere: Managing Differential Privacy in Large Scale Systems</span><a href="https://arxiv.org/abs/2301.08517" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.youtube.com/watch?v=FiBUDhQrBFs" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="https://emanuelopel.ch/" target="_blank" rel="noopener"><span>Emanuel Opel</span></a>, <a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2024.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2301.07041" target="_blank" rel="noopener"><img alt="Thumbnail of Verifiable Fully Homomorphic Encryption" src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Verifiable Fully Homomorphic Encryption</span><a href="https://arxiv.org/abs/2301.07041" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/MarbleHE/ringSNARK" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=8bVHYi7avCU&amp;t" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span>*</a>, <a href="https://cknabs.github.io/" target="_blank" rel="noopener"><span>Christian Knabenhans</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>Preprint, arXiv:2301.07041</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/pdf/2208.03784.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of CoVault: Secure Selective Analytics of Sensitive Data for the Public Good." src="/images/papers/paper_cohere_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">CoVault: Secure Selective Analytics of Sensitive Data for the Public Good.</span><a href="https://arxiv.org/pdf/2208.03784.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Roberta De Viti, Isaac Sheff, Noemi Glaeser, Baltasar Dinis, Rodrigo Rodrigues, Jonathan Katz, Bobby Bhattacharjee, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Deepak Garg, Peter Druschel</p><p class="text-red-600 font-bold"></p><p>Preprint, arXiv:2301.08517</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2107.03311" target="_blank" rel="noopener"><img alt="Thumbnail of RoFL: Robustness of Secure Federated Learning" src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">RoFL: Robustness of Secure Federated Learning</span><a href="https://arxiv.org/abs/2107.03311" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/pps-lab/rofl-project-code" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=Xi3fYGRgaBY&amp;t=41s" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span>*</a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span>*</a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2023.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2202.01649" target="_blank" rel="noopener"><img alt="Thumbnail of HECO: Fully Homomorphic Encryption Compiler." src="/images/papers/paper_sok_thumbnail.png"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">HECO: Fully Homomorphic Encryption Compiler.</span><a href="https://arxiv.org/abs/2202.01649" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://github.com/MarbleHE/ABC" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=SP3C6gLWIS4&amp;t=30s" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://comsec.ethz.ch/people/patrick-jattke/" target="_blank" rel="noopener"><span>Patrick Jattke</span></a>, <a href="https://mirohaller.com/" target="_blank" rel="noopener"><span>Miro Haller</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2023.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/MarbleHE/ABC" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://openreview.net/forum?id=vNrSXIFJ9wz" target="_blank" rel="noopener"><img alt="Thumbnail of VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?." src="/images/papers/paper_timecrypt_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">VF-PS: How to Select Important Participants in Vertical Federated Learning, Efficiently and Securely?.</span><a href="https://openreview.net/forum?id=vNrSXIFJ9wz" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Jiawei Jiang, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Fangcheng Fu, Bolin Ding, Bo Du, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Bo Li, Ce Zhang</p><p class="text-red-600 font-bold"></p><p>NeurIPS (Spotlight) 2022.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://pps-lab.com/papers/camel_mlsafety.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Cryptographic Auditing for Collaborative Learning" src="/images/papers/paper_camel_mlsafety_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Cryptographic Auditing for Collaborative Learning</span><a href="https://pps-lab.com/papers/camel_mlsafety.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/hiddelycklama"><span>Hidde Lycklama</span></a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://emanuelopel.ch/" target="_blank" rel="noopener"><span>Emanuel Opel</span></a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>ML Safety Workshop at NeurIPS 2022</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/osdi21-burkhalter.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Zeph: Cryptographic Enforcement of End-to-End Data Privacy." src="/images/papers/paper_zeph_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Zeph: Cryptographic Enforcement of End-to-End Data Privacy.</span><a href="https://www.usenix.org/system/files/osdi21-burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/system/files/osdi21_slides_burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://www.youtube.com/watch?v=sP1wacks1pc" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span>*</a>, <a href="/people/nicolaskuechler"><span>Nicolas Küchler</span>*</a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX OSDI 2021.</p><p></p><div class="flex flex-row gap-2"><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-available.png"></a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-functional.png"></a><a href="https://github.com/pps-lab/zeph-artifact" target="_blank" rel="noopener"><img class="w-10" src="/images/badges/usenixbadges-reproduced.png"></a></div><p></p><p></p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://arxiv.org/abs/2101.07078" target="_blank" rel="noopener"><img alt="Thumbnail of SoK: Fully Homomorphic Encryption Compilers." src="/images/papers/paper_sok_thumbnail.png"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">SoK: Fully Homomorphic Encryption Compilers.</span><a href="https://arxiv.org/abs/2101.07078" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://cdn.fhe.org/slides/fhe_tools_slides_alex_viand.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/MarbleHE/SoK" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://github.com/MarbleHE/SoK/wiki" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.youtube.com/watch?v=SGoHbXG5kgk" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alexanderviand"><span>Alexander Viand</span></a>, <a href="https://comsec.ethz.ch/people/patrick-jattke/" target="_blank" rel="noopener"><span>Patrick Jattke</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>IEEE Security and Privacy (Oakland) 2021.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/sec20-shafagh.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Droplet: Decentralized Authorization and Access Control for Encrypted Data Streams.</span><a href="https://www.usenix.org/system/files/sec20-shafagh.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/system/files/sec20_slides_shafagh.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/dropletchain/droplet-engine" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://dropletchain.github.io/" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.usenix.org/conference/usenixsecurity20/presentation/shafagh" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p>Hossein Shafagh, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Sylvia Ratnasamy, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a></p><p class="text-red-600 font-bold"></p><p>USENIX Security 2020.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="https://www.usenix.org/system/files/nsdi20-paper-burkhalter.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control." src="/images/papers/paper_timecrypt_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">TimeCrypt: Encrypted Data Stream Processing at Scale with Cryptographic Access Control.</span><a href="https://www.usenix.org/system/files/nsdi20-paper-burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span> </a><a href="https://www.usenix.org/sites/default/files/conference/protected-files/nsdi20_slides_burkhalter.pdf" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 12l3-3 3 3 4-4M8 21l4-4 4 4M3 4h18M4 4h16v12a1 1 0 01-1 1H5a1 1 0 01-1-1V4z"></path></svg> <span>Slides</span> </a><a href="https://github.com/TimeCrypt/timecrypt" target="_blank" class="publication-icon" rel="noopener"><svg class="fill-current" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" version="1.1" width="24" height="24" viewBox="0 0 24 24"><path d="M12,2A10,10 0 0,0 2,12C2,16.42 4.87,20.17 8.84,21.5C9.34,21.58 9.5,21.27 9.5,21C9.5,20.77 9.5,20.14 9.5,19.31C6.73,19.91 6.14,17.97 6.14,17.97C5.68,16.81 5.03,16.5 5.03,16.5C4.12,15.88 5.1,15.9 5.1,15.9C6.1,15.97 6.63,16.93 6.63,16.93C7.5,18.45 8.97,18 9.54,17.76C9.63,17.11 9.89,16.67 10.17,16.42C7.95,16.17 5.62,15.31 5.62,11.5C5.62,10.39 6,9.5 6.65,8.79C6.55,8.54 6.2,7.5 6.75,6.15C6.75,6.15 7.59,5.88 9.5,7.17C10.29,6.95 11.15,6.84 12,6.84C12.85,6.84 13.71,6.95 14.5,7.17C16.41,5.88 17.25,6.15 17.25,6.15C17.8,7.5 17.45,8.54 17.35,8.79C18,9.5 18.38,10.39 18.38,11.5C18.38,15.32 16.04,16.16 13.81,16.41C14.17,16.72 14.5,17.33 14.5,18.26C14.5,19.6 14.5,20.68 14.5,21C14.5,21.27 14.66,21.59 15.17,21.5C19.14,20.16 22,16.42 22,12A10,10 0 0,0 12,2Z"></path></svg> <span>Github</span> </a><a href="https://timecrypt.io/" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M3.055 11H5a2 2 0 012 2v1a2 2 0 002 2 2 2 0 012 2v2.945M8 3.935V5.5A2.5 2.5 0 0010.5 8h.5a2 2 0 012 2 2 2 0 104 0 2 2 0 012-2h1.064M15 20.488V18a2 2 0 012-2h3.064M21 12a9 9 0 11-18 0 9 9 0 0118 0z"></path></svg> <span>Website</span> </a><a href="https://www.usenix.org/conference/nsdi20/presentation/burkhalter" target="_blank" class="publication-icon" rel="noopener"><svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M7 4v16M17 4v16M3 8h4m10 0h4M3 12h18M3 16h4m10 0h4M4 20h16a1 1 0 001-1V5a1 1 0 00-1-1H4a1 1 0 00-1 1v14a1 1 0 001 1z"></path></svg> <span>Video</span></a></h4><p><a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, <a href="/people/alexanderviand"><span>Alexander Viand</span></a>, Hossein Shafagh, Sylvia Ratnasamy</p><p class="text-red-600 font-bold"></p><p>USENIX NSDI 2020.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys17_Pilatus.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Secure Sharing of Partially Homomorphic Encrypted IoT Data." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Secure Sharing of Partially Homomorphic Encrypted IoT Data.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys17_Pilatus.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, <a href="/people/alumni/lukasburkhalter"><span>Lukas Burkhalter</span></a>, Pascal Fischli, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM SenSys 2017.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN16_CrossZig.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of CrossZig: Combating Cross-Technology Interference in Low-power Wireless Networks." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">CrossZig: Combating Cross-Technology Interference in Low-power Wireless Networks.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN16_CrossZig.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Su Li, Hossein Shafagh, James Gross, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM IPSN 2016.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys15_Talos.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of Talos: Encrypted Query Processing for the Internet of Things." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">Talos: Encrypted Query Processing for the Internet of Things.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/mshafagh_SenSys15_Talos.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p>Hossein Shafagh, <a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Andreas Dröscher, Simon Duquennoy, Wen Hu</p><p class="text-red-600 font-bold"></p><p>ACM SenSys 2015.</p></div></div></div><div class="mb-8 text-lg publication"><div class="flex flex-col md:flex-row items-center"><div class="w-0 md:w-20 flex-shrink-0 border-2 max-h-24"><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN15_TIIM.pdf" target="_blank" rel="noopener"><img alt="Thumbnail of TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks." src="/images/papers/paper_fl_project_thumbnail.jpg"></a></div><div class="md:ml-6 leading-snug"><h4 class="mb-0 mt-0"><span class="mr-4 font-medium">TIIM: Technology-Independent Interference Mitigation for Low-power Wireless Networks.</span><a href="http://www.vs.inf.ethz.ch/publ/papers/hanwar_IPSN15_TIIM.pdf" target="_blank" class="publication-icon" rel="noopener"> <svg xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor"><path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M19 20H5a2 2 0 01-2-2V6a2 2 0 012-2h10a2 2 0 012 2v1m2 13a2 2 0 01-2-2V7m2 13a2 2 0 002-2V9a2 2 0 00-2-2h-2m-4-3H9M7 16h6M7 8h6v4H7V8z"></path></svg> <span>Paper</span></a></h4><p><a href="/people/anwarhithnawi"><span class="highlighted">Anwar Hithnawi</span></a>, Hossein Shafagh, Simon Duquennoy</p><p class="text-red-600 font-bold"></p><p>ACM IPSN 2015.</p></div></div></div><h1>Funding:</h1><div class="flex-grow flex flex-row flex-wrap gap-x-24 lg:gap-x-24 gap-y-16 mt-12 mb-4 place-content-center justify-center content-center items-stretch md:gap-y-24 md:mx-8"><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/snsf.svg" alt="SNSF"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/intel.svg" alt="Intel"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-8 w-auto object-contain" src="/images/funding/meta.svg" alt="Meta"></div><div class="inline-block object-cover grid"><img class="self-center mx-auto h-12 w-auto object-contain" src="/images/funding/google.svg" alt="Google"></div></div><p></p></div></div></article></main><div class="footer-wrapper"><footer id="footer" class="footer"><div class="inner m-auto md:flex justify-between items-center py-10"><a href="https://ethz.ch" class="block text-gray-500 hover:text-pink-500" target="_blank" rel="noopener noreferrer"><span class="sr-only">ETH</span> <img src="https://pps-lab.com/images/logo/eth_logo_cropped.png" alt="ETH logo" class="h-10"></a></div></footer></div></div><nav id="mobile-nav" class="mobile-nav fixed left-0 top-0 h-screen w-full overflow-y-auto pt-12 bg-gray-200 z-50 md:hidden"><ul><li class="item relative opacity-0"><a href="/" class="link block 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