Alternatives and similar repositories for he-benchmark:

Users that are interested in he-benchmark are comparing it to the libraries listed below

• FudanMPL / SecMML
  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.
  ☆113Updated last year
• marcoszh / BatchCrypt
  ☆83Updated 4 years ago
• primihub / Awesome-Privacy-Computing
  ☆114Updated 11 months ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆80Updated 3 years ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆39Updated 5 years ago
• JasonCeng / MultipartyPSI-Pro
  基于可编程不经意伪随机数的多方隐私求交算法库 Programmable Oblivious PRF & multi-party PSI
  ☆25Updated 2 years ago
• ladnir / aby3
  A Three Party MPC framework for Machine learning and Databases
  ☆209Updated last year
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆34Updated last year
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆66Updated 11 months ago
• snwagh / securenn-public
  Implementation of protocols in SecureNN.
  ☆130Updated 2 years ago
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆39Updated 9 months ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated last week
• ucbsky / elsa
  Secure Aggregation for Federated Learning with Malicious Actors
  ☆24Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆36Updated 4 months ago
• peihanmiao / OPRF-PSI
  Private Set Intersection in the Internet Setting From Lightweight Oblivious PRF
  ☆86Updated 2 years ago
• Samuel-Maddock / federated-boosted-dp-trees
  Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"
  ☆44Updated last year
• intel / pailliercryptolib_python
  Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …
  ☆56Updated 8 months ago
• nusdbsystem / pivot
  Privacy preserving vertical federated learning for tree-based models
  ☆26Updated 3 years ago
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆93Updated last year
• tanjuntao / VFL_paper_list
  vertical federated learning paper lists
  ☆75Updated 4 years ago
• Alibaba-Gemini-Lab / OpenCheetah
  ☆200Updated last week
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆241Updated 3 weeks ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• ammartahir24 / SecureAggregation
  An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…
  ☆83Updated 5 years ago
• delta-mpc / crypten_vfl_demo
  vertical federated learning demo with crypten
  ☆47Updated 3 years ago
• delta-mpc / python-psi
  Private set intersection implemented in Python
  ☆102Updated 2 years ago
• pps-lab / fl-analysis
  ☆28Updated last year
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 7 months ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆104Updated 3 years ago
• khoaguin / ppml-materials
  A compiled list of resources and materials for PPML
  ☆9Updated 2 years ago