Alternatives and similar repositories for CryptoFL

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

• eniac / flamingo
  A secure aggregation system for private federated learning
  ☆43Updated last year
• yiliucs / Secure-aggregation-for-federated-learning
  Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization
  ☆13Updated 4 years 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 6 years ago
• SamuelGong / FLASHE
  [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
  ☆22Updated 6 months ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆70Updated last year
• lucifer2859 / Paillier-LWE-based-PHE
  Privacy-Preserving Deep Learning via Additively Homomorphic Encryption
  ☆71Updated 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
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆37Updated 6 years ago
• LightSecAgg / MLSys2022_anonymous
  Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"
  ☆24Updated 4 years ago
• corentingiraud / federated-learning-secure-aggregation
  A simple Python implementation of a secure aggregation protocole for federated learning.
  ☆35Updated 2 years ago
• khoaguin / ppml-materials
  A compiled list of resources and materials for PPML
  ☆11Updated 5 months ago
• csiro-mlai / deep-mpc
  ☆37Updated 11 months ago
• v4va / FedShare
  FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning
  ☆20Updated 2 years ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆15Updated 2 years ago
• TRUST-TUDa / SAFELearn
  Secure Aggregation for FL
  ☆35Updated last year
• Chen-Junbao / SecureAggregation
  personal implementation of secure aggregation protocol
  ☆45Updated last year
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆33Updated last year
• ErwinSCat / VeriFL
  IEEE TIFS'20: VeriFL: Communication-Efficient and Fast Verifiable Aggregation for Federated Learning
  ☆25Updated 3 years ago
• ammartahir24 / SecureAggregation
  An implementation of Secure Aggregation algorithm based on "Practical Secure Aggregation for Privacy-Preserving Machine Learning (Bonawit…
  ☆89Updated 6 years ago
• marcoszh / BatchCrypt
  ☆89Updated 5 years ago
• Ye-D / PPML-Resource
  Materials about Privacy-Preserving Machine Learning
  ☆258Updated last month
• shahakash28 / simc
  MCSI
  ☆13Updated 4 years ago
• LaRiffle / ariann
  Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing
  ☆51Updated 4 years ago
• yamanalab / PP-CNN
  Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference
  ☆48Updated 4 years ago
• encryptogroup / SAFEFL
  SAFEFL: MPC-friendly Framework for Private and Robust Federated Learning
  ☆44Updated 2 years ago
• ucbsky / elsa
  Secure Aggregation for Federated Learning with Malicious Actors
  ☆26Updated 2 years ago
• lunan0320 / FedPHE
  [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning
  ☆37Updated 2 months ago
• JiangChSo / PFLM
  Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…
  ☆31Updated 4 years ago
• ITSEG-MQ / Chain-PPFL
  Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC
  ☆37Updated 5 years ago