FLAIR-THU / TrustworthyFederatedLearningLinks
THU-AIR 联邦学习隐私与安全
☆13Updated 2 years ago
Alternatives and similar repositories for TrustworthyFederatedLearning
Users that are interested in TrustworthyFederatedLearning are comparing it to the libraries listed below
Sorting:
- reveal the vulnerabilities of SplitNN☆31Updated 3 years ago
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆65Updated 5 years ago
- Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.☆87Updated 2 years ago
- ☆12Updated 6 years ago
- ☆36Updated 3 years ago
- ☆46Updated 2 years ago
- ☆19Updated 4 years ago
- ☆35Updated 4 years ago
- A sybil-resilient distributed learning protocol.☆107Updated 3 months ago
- ☆25Updated 4 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Updated 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
- ☆36Updated last year
- vertical federated learning paper lists☆77Updated 4 years ago
- ☆19Updated 5 years ago
- ☆38Updated 4 years ago
- Privacy attacks on Split Learning☆42Updated 4 years ago
- paper code☆28Updated 5 years ago
- vertical federated learning demo with crypten☆48Updated 4 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Updated 2 years ago
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆100Updated last year
- reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"☆32Updated 3 years ago
- ☆55Updated 2 years ago
- ☆14Updated 2 years ago
- Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.☆67Updated last year
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆153Updated 10 months ago
- The code of AAAI-21 paper titled "Defending against Backdoors in Federated Learning with Robust Learning Rate".☆35Updated 3 years ago
- ☆39Updated last year
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Updated 3 years ago
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆23Updated last year