Alternatives and similar repositories for ParSecureML

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

• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆103Updated 2 years ago
• goten-team / Goten
  Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction
  ☆34Updated 4 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆88Updated 4 years ago
• scale-snu / ckks-gpu-core
  ☆106Updated last year
• CASP-Systems-BU / Secrecy
  A relational Multi-Party Computation framework for analytics in untrusted clouds
  ☆34Updated last year
• marcoszh / BatchCrypt
  ☆90Updated 5 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆33Updated last year
• facebookresearch / GPU-DPF
  GPU-based Distributed Point Functions (DPF) and 2-server private information retrieval (PIR).
  ☆56Updated 2 years ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆100Updated 3 years ago
• corelab-src / dacapo
  Automatic Bootstrapping Management Compiler for FHE
  ☆23Updated 9 months ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• K-miran / HEAR
  ☆34Updated 3 years ago
• ftramer / slalom
  Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware
  ☆171Updated 2 years ago
• toufique-morshed / CPU-GPU-TFHE
  A CPU and GPU accelerated framework for TFHE. The framework includes algebraic, vector, and matrix operations.
  ☆21Updated 5 years ago
• Xtra-Computing / FedTree
  A tree-based federated learning system (MLSys 2023)
  ☆152Updated 11 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• InitialDLab / SEAL-ORAM
  A unified testbed for evaluating different Oblivious RAM
  ☆61Updated 2 years ago
• crypto-starlab / THOR
  ☆16Updated 3 months ago
• PKU-SEC-Lab / Awesome-PPML-Papers
  This repo summarizes papers for efficient PPML across protocol, model, and system levels.
  ☆60Updated last week
• corelab-src / elasm
  ☆39Updated last year
• EfficientPPML / SmartPAF
  ☆21Updated last year
• mc2-project / delphi
  A Cryptographic Inference Service for Neural Networks
  ☆130Updated last year
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆11Updated 2 years ago
• KyoohyungHan / HELR
  Homomorphic Logistic Regression on Encrypted Data
  ☆50Updated 6 years ago
• baahl-nyu / orion
  Extending PyTorch to Fully Homomorphic Encryption
  ☆92Updated last month
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆50Updated 10 months ago
• SU-CISEC / gpu-ntt
  Number Theoretic Transform Implementation on GPU for FHE Applications
  ☆44Updated 4 years ago
• snu-ccl / approxCNN
  ☆15Updated 3 years ago
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆49Updated 2 years ago
• DohyeongKi / better-homomorphic-sine-evaluation
  ☆12Updated 3 years ago