Alternatives and similar repositories for PILLAR-ESPN

Users that are interested in PILLAR-ESPN are comparing it to the libraries listed below

• andeskyl / SHAFT
  A framework for secure, handy, accurate, and fast transformer inference
  ☆23Updated 4 months ago
• xingpz2008 / Iron
  Private Inference on Transformer
  ☆30Updated 2 years ago
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆35Updated last year
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆71Updated last year
• lightbulb128 / Pencil
  ☆16Updated last year
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆34Updated 2 years ago
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆20Updated 2 weeks ago
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆11Updated 2 years ago
• csiro-mlai / deep-mpc
  ☆38Updated last year
• privateLLM001 / Private-LLM-Inference
  ☆16Updated 2 years ago
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆90Updated 2 weeks ago
• AntCPLab / OpenBumbleBee
  The repo of "BumbleBee: Secure Two-party Inference Framework for Large Transformers" (NDSS 2025)
  ☆52Updated 11 months ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆262Updated 3 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• PKU-SEC-Lab / mpcvit
  Code release for MPCViT accepted by ICCV 2023
  ☆16Updated last year
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆47Updated last year
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆19Updated last week
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆33Updated last year
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆88Updated 4 years ago
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆37Updated 2 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 8 months ago
• encryptogroup / MOTION2NX
  A framework for generic hybrid two-party computation and private inference with neural networks
  ☆32Updated 2 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 last year
• FudanMPL / Garnet
  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for …
  ☆56Updated last week
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆19Updated 5 years ago
• AntCPLab / OpenCoral
  The repo of "Coral: Maliciously Secure Computation Framework for Packed and Mixed Circuits" (CCS 2024)
  ☆11Updated last year
• xingpz2008 / TriFSS
  Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing
  ☆20Updated 3 years ago
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference" (USENIX Security 2023)
  ☆21Updated 2 years ago
• xingpz2008 / dealerless-FSS_public
  Implementation of Distributed function secret sharing and applications
  ☆15Updated 8 months ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆16Updated 2 years ago