Eyr3 / FLTracerLinks
FLTracer: Accurate Poisoning Attack Provenance in Federated Learning
☆22Updated last year
Alternatives and similar repositories for FLTracer
Users that are interested in FLTracer are comparing it to the libraries listed below
Sorting:
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆61Updated 10 months ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆84Updated 2 years ago
- Github Repo for AAAI 2023 paper: On the Vulnerability of Backdoor Defenses for Federated Learning☆40Updated 2 years ago
- ☆38Updated 4 years ago
- ☆70Updated 3 years ago
- ☆35Updated last year
- ☆55Updated 2 years ago
- ☆24Updated 2 years ago
- ☆27Updated 2 years ago
- [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…☆44Updated last month
- ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341☆76Updated 2 years ago
- Backdoor detection in Federated learning with similarity measurement☆26Updated 3 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆84Updated 2 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆42Updated 2 months ago
- ☆35Updated 4 years ago
- CRFL: Certifiably Robust Federated Learning against Backdoor Attacks (ICML 2021)☆73Updated 4 years ago
- ☆24Updated 4 years ago
- ☆54Updated 2 years ago
- Code for the paper: Label-Only Membership Inference Attacks☆66Updated 4 years ago
- Webank AI☆43Updated 8 months ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆34Updated 3 years ago
- ☆43Updated 2 years ago
- ☆23Updated 2 years ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆197Updated 4 years ago
- The code of the attack scheme in the paper "Backdoor Attack Against Split Neural Network-Based Vertical Federated Learning"☆21Updated 2 years ago
- The core code for our paper "Beyond Traditional Threats: A Persistent Backdoor Attack on Federated Learning".☆20Updated last year
- The code for "Improved Deep Leakage from Gradients" (iDLG).☆156Updated 4 years ago
- ☆14Updated last year
- Multi-metrics adaptively identifies backdoors in Federated learning☆32Updated 3 months ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆45Updated 2 years ago