Alternatives and similar repositories for privguard-artifact

Users that are interested in privguard-artifact are comparing it to the libraries listed below

• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆35Updated last year
• puzhuoliu / Computer-Security-Conference-Acceptance-Rate
  Statistics of acceptance rate for the top conferences: Oakland, CCS, USENIX Security, NDSS.
  ☆154Updated this week
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆84Updated 4 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 2 months ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆41Updated last year
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆29Updated 10 months ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆69Updated last year
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆39Updated 5 years ago
• BorjaBalle / amplification-by-shuffling
  Implementation of calibration bounds for differential privacy in the shuffle model
  ☆22Updated 4 years ago
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆50Updated 3 weeks ago
• csl-cqu / awesome-secure-federated-learning-papers
  ☆29Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆37Updated 7 months ago
• pps-lab / fl-analysis
  ☆28Updated 2 years ago
• dp-cont / dp-cont
  ☆14Updated 4 months ago
• marcoszh / BatchCrypt
  ☆88Updated 5 years ago
• corentingiraud / federated-learning-secure-aggregation
  A simple Python implementation of a secure aggregation protocole for federated learning.
  ☆35Updated 2 years ago
• RiS3-Lab / ShadowNet
  Open-source code and data for ShadowNet(S&P Oakland'23)
  ☆10Updated last year
• WeiqiNs / DAORAM
  A Python library for DAORAM and other classic ORAM and OMAP algorithm implementations.
  ☆10Updated 2 months ago
• pps-lab / rofl-project-code
  ☆32Updated 2 years ago
• ziqi-zhang / TEESlice-artifact
  ☆33Updated 2 months ago
• FuChong-cyber / label-inference-attacks
  Code & supplementary material of the paper Label Inference Attacks Against Federated Learning on Usenix Security 2022.
  ☆84Updated 2 years ago
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆46Updated last year
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆251Updated 4 months ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆31Updated last week
• AISIGSJTU / Siren
  Siren: Byzantine-robust Federated Learning via Proactive Alarming (SoCC '21)
  ☆11Updated last year
• mofanv / PPFL
  Privacy-preserving Federated Learning with Trusted Execution Environments
  ☆68Updated 2 years ago
• haochengxia / VFL4LR
  Vertical Federated Learning Implementation for Logistic regression
  ☆12Updated 3 years ago
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆18Updated 10 months ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated last year