[arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning
☆22Apr 28, 2025Updated last year
Alternatives and similar repositories for FLASHE
Users that are interested in FLASHE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated 10 months ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 4 years ago
- ☆91May 27, 2020Updated 6 years ago
- This project studied homomorphic encryption and attempted to apply it in training machine learning models. We trained some models on plai…☆13Aug 23, 2022Updated 3 years ago
- Single & Multi Key Homomorphic Encryption Library☆19Jun 14, 2022Updated 4 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- ☆19Sep 8, 2023Updated 2 years ago
- 复现论文《Distilling Task-Specific Knowledge from BERT into Simple Neural Networks》☆16Jun 13, 2021Updated 5 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago
- Repo for MobiSys 2021 paper: "ClusterFL: A Similarity-Aware Federated Learning System for Human Activity Recognition".☆39Apr 4, 2023Updated 3 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆34Nov 17, 2022Updated 3 years ago
- A cross compiler and standardized benchmarks for fully homomorphic encryption☆40Dec 29, 2023Updated 2 years ago
- Privacy-Preserving Deep Learning via Additively Homomorphic Encryption☆72Dec 15, 2020Updated 5 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated last year
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆33Dec 7, 2023Updated 2 years ago
- ☆46Aug 4, 2023Updated 2 years ago
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆20Apr 28, 2025Updated last year
- Flower framework for Federated Learning, with Fully Homomorphic Encryption integrated☆14Jun 3, 2024Updated 2 years ago
- 最新pytorch分布式训练,单机多卡,多机多卡整理(多GPU)☆18Mar 25, 2024Updated 2 years ago
- A secure aggregation system for private federated learning☆52Mar 21, 2026Updated 3 months ago
- This repo contains code/learning resources related to Homomorphic Encryption.☆26Oct 12, 2019Updated 6 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆17Jun 2, 2022Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆27Oct 1, 2025Updated 9 months ago
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Apr 28, 2025Updated last year
- Cryptographic Enforcement of End-to-End Data Privacy☆23Sep 27, 2022Updated 3 years ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆12Sep 23, 2025Updated 9 months ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆39May 28, 2024Updated 2 years ago
- 数据 脱敏处理☆13Dec 7, 2025Updated 6 months ago
- ☆14Jul 11, 2023Updated 2 years ago
- egg graphql plugin☆10Apr 12, 2022Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆264Feb 2, 2026Updated 4 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- Implementation of Multi-Key Homomorphic Encryption [KKLSS22]☆19Mar 30, 2023Updated 3 years ago
- Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.☆30Jan 14, 2021Updated 5 years ago
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆25Nov 12, 2023Updated 2 years ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆30Nov 21, 2023Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago