Alternatives and similar repositories for federated_backdoor_attack

Users that are interested in federated_backdoor_attack are comparing it to the libraries listed below

• haoyangliASTAPLE / 3DFed
  ☆53Updated last year
• FuChong-cyber / label-inference-attacks
  Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.
  ☆83Updated last year
• ybdai7 / Backdoor-indicator-defense
  [Usenix Security 2024] Official code implementation of "BackdoorIndicator: Leveraging OOD Data for Proactive Backdoor Detection in Federa…
  ☆36Updated 8 months ago
• heroding77 / fedavg_encrypt
  FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…
  ☆119Updated 8 months ago
• sail-research / iba
  IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)
  ☆36Updated last year
• Guncuke / flame-Taming-backdoor
  ☆23Updated last year
• JiyaSu / ourFLTrust
  reproduce the FLTrust model based on the paper "FLTrust: Byzantine-robust Federated Learning via Trust Bootstrapping"
  ☆29Updated 2 years ago
• Lilyan-code / Deep-Leakage-from-Gradients
  paper code
  ☆27Updated 4 years ago
• zhmzm / FLTrust_pytorch
  ☆39Updated last year
• zhmzm / FLAME
  ☆30Updated last year
• Rachelxuan11 / FLAME
  ☆35Updated 2 years ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago
• ltzheng / data-privacy
  Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …
  ☆61Updated 3 years ago
• xtLyu / PFedBA
  Official Implementation of "Lurking in the shadows: Unveiling Stealthy Backdoor Attacks against Personalized Federated Learning"
  ☆9Updated 3 months ago
• wanghaojun / FL-privacy-protection-survey
  联邦学习隐私保护综述
  ☆34Updated 3 years ago
• NigeloYang / federated_learning_differential_privacy
  A foundational platform that primarily shares federated learning, differential privacy content
  ☆22Updated 2 months ago
• ehsanul9511 / FLShield
  ☆15Updated last year
• hankcocco / fed-blockchain
  区块链+联邦学习+恶意检测算法
  ☆28Updated 4 years ago
• JianXu95 / SignGuard
  ☆12Updated 2 years ago
• SPIN-UMass / FRL
  Code for USENIX Security 2023 Paper "Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks"
  ☆19Updated last year
• xiyuanyang45 / DynamicPFL
  nips23-Dynamic Personalized Federated Learning with Adaptive Differential Privacy
  ☆74Updated 8 months ago
• JetChan95 / federated_learning_HE
  基于同态加密的联邦学习安全聚合系统
  ☆45Updated 4 years ago
• hepucuncao / Membership-Inference-Attack
  ☆9Updated 5 months ago
• lishenghui / blades
  ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning
  ☆141Updated 3 months ago
• shaneson0 / attacking_federate_learning
  基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型
  ☆63Updated 5 years ago
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆37Updated last year
• git-disl / DataPoisoning_FL
  Code for Data Poisoning Attacks Against Federated Learning Systems
  ☆193Updated 3 years ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆30Updated 4 months ago
• wenzhu23333 / Federated-Learning
  An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch
  ☆127Updated 2 years ago
• jhcknzzm / Federated-Learning-Backdoor
  ICML 2022 code for "Neurotoxin: Durable Backdoors in Federated Learning" https://arxiv.org/abs/2206.10341
  ☆73Updated 2 years ago