TinfoilHat0 / Defending-Against-Backdoors-with-Robust-Learning-Rate
The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".
☆31Updated 2 years ago
Alternatives and similar repositories for Defending-Against-Backdoors-with-Robust-Learning-Rate:
Users that are interested in Defending-Against-Backdoors-with-Robust-Learning-Rate are comparing it to the libraries listed below
- ☆38Updated 3 years ago
- ☆69Updated 2 years ago
- ☆54Updated 2 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆44Updated last year
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆75Updated 2 years ago
- Multi-metrics adaptively identifies backdoors in Federated learning☆24Updated last year
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆39Updated 3 years ago
- ☆26Updated last year
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆37Updated last year
- ☆25Updated last year
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆70Updated last year
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆38Updated 2 months ago
- Learning from history for Byzantine Robustness☆22Updated 3 years ago
- ☆18Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆53Updated 3 months ago
- ☆48Updated last year
- Adversarial attacks and defenses against federated learning.☆15Updated last year
- ☆12Updated 2 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆17Updated last year
- Backdoor detection in Federated learning with similarity measurement☆23Updated 2 years ago
- This repository contains the official implementation for the manuscript: Make Landscape Flatter in Differentially Private Federated Lear…☆47Updated last year
- A Fine-grained Differentially Private Federated Learning against Leakage from Gradients☆13Updated 2 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…