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| 104 | + <h1 class="entry-title">Safeguards (S&P ’23)</h1> |
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| 120 | + <h2 style="text-align: center;">PROTECTED OR POROUS</h2> |
| 121 | +<p> </p> |
| 122 | +<h2 style="text-align: center;">A Comparative Analysis of Threat Detection Capability of IoT Safeguards</h2> |
| 123 | +<p> </p> |
| 124 | +<p style="text-align: center;"><em><span style="font-weight: 400;">Anna Maria Mandalari |
| 125 | +(University College London), Hamed Haddadi (Imperial College London), Daniel J. Dubois (Northeastern University), David Choffnes (Northeastern University)</span></em></p> |
| 126 | +<p style="text-align: center;"><span style="font-weight: 400;">Last updated: |
| 127 | +05/02/2023</span></p> |
| 128 | +<h2 style="text-align: center;"> <img class="aligncenter size-large wp-image-1638" |
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| 130 | +alt="" width="800" height="174" |
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| 134 | +sizes="(max-width: 800px) 100vw, 800px" /></h2> |
| 135 | +<h3 style="text-align: center;"><strong>News</strong></h3> |
| 136 | +<ul> |
| 137 | +<li>23/03/2023. This research has been accepted for publication at the <strong>44th IEEE Symposium on Security and |
| 138 | +Privacy (<a |
| 139 | +href="https://www.ieee-security.org/TC/SP2023/program-papers.html">S&P2023</a>) </strong>with the paper |
| 140 | +titled “<strong>Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards.</strong>“</li> |
| 141 | +</ul> |
| 142 | +<h2 style="text-align: center;"></h2> |
| 143 | +<h3 style="text-align: center;"><strong>Abstract</strong></h3> |
| 144 | +<p><span style="font-weight: 400;">Consumer Internet of Things (IoT) devices are increasingly common in everyday homes, from smart speakers |
| 145 | + to security cameras. Along with their benefits come potential |
| 146 | + privacy and security threats. To limit these threats a number of |
| 147 | + commercial services have become available (IoT safeguards). |
| 148 | + The safeguards claim to provide protection against IoT privacy |
| 149 | + risks and security threats. However, the effectiveness and the |
| 150 | + associated privacy risks of these safeguards remains a key open |
| 151 | + question. In this paper, we investigate the threat detection |
| 152 | + capability of IoT safeguards for the first time. We develop |
| 153 | + and release a methodology that relies on automated safeguards experimentation to reveal their response to common security |
| 154 | + threats and privacy risks. We perform thousands of automated |
| 155 | + experiments using popular commercial IoT safeguards when |
| 156 | + deployed in a large IoT testbed. Our results indicate that not |
| 157 | + only these devices may be ineffective in preventing risks, but |
| 158 | + also their cloud interactions and data collection operations may |
| 159 | + introduce privacy risks for the households that adopt them. </span></p> |
| 160 | +<h2 style="text-align: center;"></h2> |
| 161 | + |
| 162 | +<iframe |
| 163 | +src="https://www.youtube.com/embed/AwXVGTC7H5U"> |
| 164 | +</iframe> |
| 165 | + |
| 166 | + |
| 167 | +<h3 style="text-align: center;"><strong>About this publication</strong></h3> |
| 168 | +<p>Our research will be published in the proceedings of the <strong>44th IEEE Symposium on Security and Privacy |
| 169 | +(Oakland 2023) |
| 170 | +</strong> (<a href="https://www.ieee-security.org/TC/SP2023/">S&P2023</a>).</p> |
| 171 | +<p><strong>Paper title</strong>: <em>Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards. |
| 172 | +</em><br /> |
| 173 | +<strong>Authors</strong>: Anna Maria Mandalari (University College London), Hamed Haddadi (Imperial College London), Daniel J. Dubois |
| 174 | +(Northeastern University), David Choffnes (Northeastern University)<br /> |
| 175 | +<strong>Full Text (PDF)</strong>: <a href="https://arxiv.org/pdf/2304.03045.pdf">pre-print |
| 176 | +available</a>.<br /> |
| 177 | +<strong>Software</strong>: <a href="https://github.com/IoTrim/safeguards-study" |
| 178 | +target="_blank">available on Github</a>.<br /> |
| 179 | +<strong>Data</strong>: <a href="https://liveuclac-my.sharepoint.com/:f:/g/personal/uceeam9_ucl_ac_uk/EowECdCSEkVNlg5L4NH8HWAB3ZcWpYRIY0P6lUsDdZvdzQ?e=HLSuHb" |
| 180 | +target="_blank">available on OneDrive</a>.<br /> |
| 181 | +<strong>Presentation</strong>: <a href="https://liveuclac-my.sharepoint.com/:b:/g/personal/uceeam9_ucl_ac_uk/EdeiKZXxf3FOry32LH_BOXQBN7UIZVFW8xg6Ebpfhirkgg?e=YvPcxN" |
| 182 | + target="_blank">available on OneDrive</a>.<br /> |
| 183 | +<strong>Citation:</strong></p> |
| 184 | +<pre>@inproceedings{mandalari-sp23, |
| 185 | +title={{Protected or Porous: A Comparative Analysis of Threat Detection Capability of IoT Safeguards}}, |
| 186 | +author={Mandalari, Anna Maria and Haddadi, Hamed and Dubois, Daniel J. and Choffnes, David}, |
| 187 | +booktitle={Proc. of the 44th IEEE Symposium on Security and Privacy (Oakland 2023)}, |
| 188 | +year={2023} |
| 189 | +}</pre> |
| 190 | +<h2 style="text-align: center;"></h2> |
| 191 | +<h3 style="text-align: center;"><strong>Acknowledgments</strong></h3> |
| 192 | +<ul> |
| 193 | +<li>This research was partially supported by: |
| 194 | +<ul> |
| 195 | +<li>EPSRC Open Plus Fellowship (EP/W005271/1)</li> |
| 196 | +<li>EPSRC PETRAS National Centre of Excellence for IoT Systems Cybersecurity (EP/S035362/1)</li> |
| 197 | +<li>UKRI’s Strategic Priorities Fund under the SDTaP programme’s commercialization stream (10049005)</li> |
| 198 | +<li>NSF (ProperData SaTC-1955227)</li> |
| 199 | + |
| 200 | +</ul> |
| 201 | +</li> |
| 202 | +</ul> |
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