Alternatives and similar repositories for smkhe

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

• naassiahmed / xMKCKKS
  Multi‐key homomorphic encryption based on MKCKKS
  ☆20Updated 3 years 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
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 2 months ago
• AI-Tech-Research-Lab / PyCrCNN
  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption
  ☆80Updated 11 months ago
• lunan0320 / FedPHE
  Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆31Updated last week
• ErwinSCat / VeriFL
  IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning
  ☆24Updated 2 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆39Updated 5 years ago
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆39Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆46Updated last year
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆35Updated last year
• MetisPrometheus / MSc-thesis-xmkckks
  ☆12Updated last year
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆69Updated last year
• marcoszh / BatchCrypt
  ☆88Updated 5 years ago
• AI-Tech-Research-Lab / Introduction-to-BFV-HE-ML
  A mathematical and code introduction to the BFV Homomorphic Encryption scheme.
  ☆39Updated 2 years ago
• SNUCP / MKHE-KKLSS
  Implementation of Multi-Key Homomorphic Encryption [KKLSS22]
  ☆16Updated 2 years ago
• FebriantiW / Homomorphic-Encryption-and-Federated-Learning-based-Privacy-Preserving-CNN-Training-
  Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…
  ☆23Updated 3 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆251Updated 4 months ago
• ucbsky / elsa
  Secure Aggregation for Federated Learning with Malicious Actors
  ☆25Updated 2 years ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 10 months ago
• DashanGao / Secret-sharing-based_2PC_vertical_fed_learning
  MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…
  ☆23Updated 5 years ago
• primihub / Awesome-Privacy-Computing
  ☆119Updated last year
• corentingiraud / federated-learning-secure-aggregation
  A simple Python implementation of a secure aggregation protocole for federated learning.
  ☆35Updated 2 years ago
• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆112Updated last year
• Ye-D / CryptoFL
  Cryptographically Secure Aggregation for Federated Learning
  ☆11Updated 2 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆84Updated 4 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
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆105Updated 3 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated 2 months ago