Alternatives and similar repositories for PrivacyComputing-PaperList

Users that are interested in PrivacyComputing-PaperList are comparing it to the libraries listed below

• NusIoraPrivacy / eaas-privacy
  ☆23Updated last year
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 8 months ago
• BHui97 / PrivateFL
  ☆46Updated 2 years ago
• Koukyosyumei / Attack_SplitNN
  reveal the vulnerabilities of SplitNN
  ☆31Updated 3 years ago
• abbas5253 / SplitNN-for-Vertically-Partitioned-Data
  Integration of SplitNN for vertically partitioned data with OpenMined's PySyft
  ☆28Updated 5 years ago
• marcoszh / BatchCrypt
  ☆90Updated 5 years ago
• FumiyukiKato / FL-TEE
  OLIVE: Oblivious and Differentially Private Federated Learning on TEE
  ☆17Updated 2 years ago
• lunan0320 / FedPHE
  [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆41Updated 4 months ago
• fatemehm / Federated-Learning-IDS
  ☆16Updated 11 months ago
• avdvg / VFL-Survey
  ☆35Updated 4 years ago
• chamikara1986 / LDPFL
  Local Differential Privacy for Federated Learning
  ☆19Updated 3 years ago
• FuChong-cyber / label-inference-attacks
  Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.
  ☆87Updated 2 years ago
• abogdanova / FL-MIA
  Federated Learning and Membership Inference Attacks experiments on CIFAR10
  ☆23Updated 5 years ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆48Updated 4 years ago
• DistributedML / FoolsGold
  A sybil-resilient distributed learning protocol.
  ☆107Updated 4 months ago
• tremblerz / nopeek
  Nopeek experiments
  ☆14Updated 5 years ago
• FLAIR-THU / VFLAIR
  THU-AIR Vertical Federated Learning general, extensible and light-weight framework
  ☆101Updated last year
• git-disl / AdaTrace
  Utility-aware synthesis of differentially private and attack-resilient location traces
  ☆25Updated 6 years ago
• shrebox / Privacy-Attacks-in-Machine-Learning
  Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
  ☆65Updated last year
• BorjaBalle / amplification-by-shuffling
  Implementation of calibration bounds for differential privacy in the shuffle model
  ☆21Updated 5 years ago
• grasses / Vertical-Federated-Learning
  Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"
  ☆34Updated 3 years ago
• pasquini-dario / SplitNN_FSHA
  Privacy attacks on Split Learning
  ☆43Updated 4 years ago
• guoJohnny / algorithmic-foundation-of-dp-zh-cn
  The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
  ☆171Updated 3 years ago
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆13Updated 4 years ago
• bramvandewalle / MScProject
  Federated Learning in Network Intrusion Detection
  ☆13Updated 2 years ago
• NigeloYang / federated_learning_differential_privacy
  A foundational platform that primarily shares federated learning, differential privacy content
  ☆26Updated 9 months ago
• ehsanul9511 / FLShield
  ☆15Updated 2 years ago
• zaixizhang / FLDetector
  The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…
  ☆84Updated 2 years ago
• LightSecAgg / MLSys2022_anonymous
  Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"
  ☆24Updated 4 years ago
• Suyi32 / Learning-to-Detect-Malicious-Clients-for-Robust-FL
  ☆19Updated 5 years ago