[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:
- [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy☆24Apr 28, 2025Updated last year
- Client/Server framework for encrypted machine learning using homomorphic encryption☆43Oct 1, 2021Updated 4 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 4 years ago
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Apr 28, 2025Updated last year
- ☆92May 27, 2020Updated 6 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.
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated last year
- Single & Multi Key Homomorphic Encryption Library☆19Jun 14, 2022Updated 4 years ago
- 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
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 6 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.
- 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
- 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 …☆34Dec 7, 2023Updated 2 years ago
- ☆46Aug 4, 2023Updated 3 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
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated last year
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- ☆14Jul 11, 2023Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A Comprehensive and Versatile Open-Source Federated Learning Framework☆34Apr 3, 2023Updated 3 years ago
- Two-party Privacy-preserving Neural Network Training using Split Learning and Homomorphic Encryption (CKKS Scheme)☆13Sep 23, 2025Updated 11 months ago
- Cryptographic Enforcement of End-to-End Data Privacy☆23Sep 27, 2022Updated 3 years ago
- 数据脱敏处理☆13Dec 7, 2025Updated 8 months ago
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆40May 28, 2024Updated 2 years ago
- egg graphql plugin☆10Apr 12, 2022Updated 4 years ago
- Materials about Privacy-Preserving Machine Learning☆265Feb 2, 2026Updated 6 months ago
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆23Aug 3, 2023Updated 3 years ago
- Official Implementation of "LinGCN: Structural Linearized Graph Convolutional Network for Homomorphically Encrypted Inference"☆25Nov 12, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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]☆20Mar 30, 2023Updated 3 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Using FGSM, I-FGSM and MI-FGSM to generate and evaluate adversarial samples.☆12Jul 22, 2019Updated 7 years ago
- ☆11Apr 18, 2020Updated 6 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago