[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☆43Aug 31, 2025Updated 8 months ago
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 4 years ago
- ☆90May 27, 2020Updated 5 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 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 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 4 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆15Mar 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☆39Dec 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 10 months ago
- ☆45Aug 4, 2023Updated 2 years ago
- Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology …☆32Dec 7, 2023Updated 2 years ago
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆19Apr 28, 2025Updated last year
- Flower framework for Federated Learning, with Fully Homomorphic Encryption integrated☆14Jun 3, 2024Updated last year
- 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 last month
- 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 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆33Apr 3, 2023Updated 3 years 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☆24Sep 27, 2022Updated 3 years ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆11Sep 23, 2025Updated 7 months ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆39May 28, 2024Updated last year
- 数据脱敏处理☆13Dec 7, 2025Updated 4 months ago
- ☆14Jul 11, 2023Updated 2 years ago
- egg graphql plugin☆10Apr 12, 2022Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆265Feb 2, 2026Updated 3 months ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆22Aug 3, 2023Updated 2 years ago
- Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.☆30Jan 14, 2021Updated 5 years ago
- Implementation of Multi-Key Homomorphic Encryption [KKLSS22]☆19Mar 30, 2023Updated 3 years ago
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆25Nov 12, 2023Updated 2 years ago
- Source code for the ACL'2025 paper titled "Unveiling privacy risks in llm agent memory"☆29Dec 2, 2025Updated 5 months ago
- repo in several methods FedAvg, FedMD, FedProto, FedProx, FedHKD.☆28Nov 21, 2023Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago