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This repository contains PyTorch implementation of the paper ''LFighter: Defending against Label-flipping Attacks in Federated Learning''.

Python 13 5 Updated May 6, 2024

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

Go 692 187 Updated Apr 12, 2023

Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning

Python 114 32 Updated Jun 7, 2020

Implementing algorithms from scratch so I can learn more about machine learning, statistics and computer science.

Jupyter Notebook 11 5 Updated Nov 26, 2020

An article about different types of adversarial attacks on Image Classification model and Object Detection Model.

Jupyter Notebook 7 2 Updated Dec 30, 2020

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

Python 30,896 7,533 Updated Dec 19, 2024

Most popular metrics used to evaluate object detection algorithms

Python 64 22 Updated Oct 9, 2018

The Wildlife Tracker Project is an Object Tracker customized for tracking Wildlife in India. This project is part of a collaborative effort with Weights and Biases to create a beginner friendly int…

Python 32 4 Updated Apr 13, 2023

federated learning autonomous driving in CARLA simulation

Python 140 30 Updated Jun 15, 2024

This is an implementation demo of the ICLR 2021 paper [Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks](https://openreview.net/pdf?id=9l0K4OM-oXE) in PyTorch.

Python 119 13 Updated Jan 18, 2022

An easy-to-use federated learning platform

Python 1,343 216 Updated Aug 10, 2024

A Toolbox for Adversarial Robustness Research

Jupyter Notebook 1,314 197 Updated Sep 14, 2023

⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning

Python 136 22 Updated Aug 8, 2024
Jupyter Notebook 6 1 Updated Sep 21, 2022

Federated Learning Framework Benchmark (UniFed)

Python 48 5 Updated Jun 14, 2023

🏡 Open source home automation that puts local control and privacy first.

Python 74,967 31,547 Updated Dec 28, 2024