Alternatives and similar repositories for MSM

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

• huhushengwei5151 / SM9-cotex-m3
  ☆18Updated 7 months ago
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆33Updated last year
• ziqi-zhang / TEESlice-artifact
  ☆40Updated 6 months ago
• csl-cqu / awesome-secure-federated-learning-papers
  ☆28Updated 2 years ago
• PKU-SEC-Lab / mpcvit
  Code release for MPCViT accepted by ICCV 2023
  ☆16Updated 9 months ago
• ucbsky / elsa
  Secure Aggregation for Federated Learning with Malicious Actors
  ☆26Updated 2 years ago
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆35Updated last year
• AhmedSalem2 / ML-Leaks
  Code for the paper "ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models"
  ☆85Updated 3 years ago
• csong27 / ml-model-remember
  Code for Machine Learning Models that Remember Too Much (in CCS 2017)
  ☆31Updated 8 years ago
• meng-wenlong / LMSanitator
  ☆25Updated 2 years ago
• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆43Updated last year
• LucasFenaux / PILLAR-ESPN
  Code for the paper: Fast and Private Inference of Deep Neural Networks by Co-designing Activation Functions
  ☆10Updated last year
• shaoshuo-ss / FedTracker
  [TDSC 2024] Official code for our paper "FedTracker: Furnishing Ownership Verification and Traceability for Federated Learning Model"
  ☆21Updated 5 months ago
• D1aoBoomm / TSQP
  TSQP: Safeguarding Real-Time Inference for Quantization Neural Networks on Edge Devices (Accepted to S&P 2025)
  ☆17Updated last month
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆15Updated 2 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆88Updated 4 years ago
• inspire-lab / CryptoDL
  Privacy-preserving Deep Learning based on homomorphic encryption (HE)
  ☆34Updated 3 years ago
• liuweiran900217 / programming-dp
  ☆21Updated 3 years ago
• MarwanNour / SEAL-FYP-Logistic-Regression
  My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.
  ☆32Updated 4 years ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆19Updated 5 years ago
• xingpz2008 / TriFSS
  Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing
  ☆20Updated 2 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 6 months ago
• goten-team / Goten
  Goten: GPU-Outsourcing Trusted Execution of Neural Network Training and Prediction
  ☆34Updated 4 years ago
• kangliucn / Fine-pruning-defense
  Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks (RAID 2018)
  ☆48Updated 7 years ago
• Lilyan-code / Deep-Leakage-from-Gradients
  paper code
  ☆26Updated 5 years ago
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 4 years ago
• lainisourgod / hybrid-approach-to-ppfl
  This is an implementation for paper "A Hybrid Approach to Privacy Preserving Federated Learning" (https://arxiv.org/pdf/1812.03224.pdf)
  ☆23Updated 5 years ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆33Updated 2 years ago
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆11Updated 2 years ago
• zechenghe / Inverse_Collaborative_Inference
  ☆51Updated 4 years ago