The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.
☆18Sep 10, 2025Updated 9 months ago
Alternatives and similar repositories for hyfed
Users that are interested in hyfed are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- Source code for MLSys 2022 submission "LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning"☆29Oct 25, 2021Updated 4 years ago
- A compiled list of resources and materials for PPML☆12May 10, 2025Updated last year
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆34Jun 10, 2021Updated 5 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.
- MPC Secure Multiparty Computation. A three-party secret-sharing-based vertical federated learning setting. The data are vertically parti…☆24Jul 1, 2019Updated 7 years ago
- Privacy Preserving Machine Learning (Manning Early Access Program)☆35Jan 6, 2023Updated 3 years ago
- R-GAP: Recursive Gradient Attack on Privacy [Accepted at ICLR 2021]☆37Feb 20, 2023Updated 3 years ago
- Chain-PPFL: A Privacy-Preserving Federated Learning Framework based on Chained SMC☆38Jul 16, 2020Updated 5 years ago
- A curated list of awesome privacy preserving machine learning resources☆17May 17, 2020Updated 6 years ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- Data61' CSIRO Distributed System Security Group. We have developed this algorithm to explore the question - Can We Use Split Learning on …☆12Jan 23, 2024Updated 2 years ago
- ☆21Oct 25, 2021Updated 4 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.
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- ☆14Dec 8, 2022Updated 3 years ago
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 4 months ago
- Adversarial learning by utilizing model interpretation☆10Oct 19, 2018Updated 7 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 4 years ago
- Code for the paper "Deep Partition Aggregation: Provable Defenses against General Poisoning Attacks"☆14Aug 22, 2022Updated 3 years ago
- A method for training neural networks that are provably robust to adversarial attacks. [IJCAI 2019]☆10Sep 3, 2019Updated 6 years ago
- Software to infer latent pleiotropic components from GWAS summary data☆17Jan 30, 2025Updated last year
- 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.
- Code for paper "Byzantine-Resilient Distributed Finite-Sum Optimization over Networks"☆18Nov 5, 2020Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- agentcp是一个基于ACP协议的Agent sdk，用于解决Agent间的身份认证及通信问题;用于创建AID、连接入网、构建会话，收发消息等;支持多Agent协作，异步消息处理，支持内网穿透，支持Agent访问的负载均衡☆38Feb 27, 2026Updated 4 months ago
- FARE: Enabling Fine-grained Attack Categorization under Low-quality Labeled Data☆29Mar 1, 2022Updated 4 years ago
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 years ago
- This is the official implementation for the paper: Ferret: Federated Full-Parameter Tuning at Scale for Large Language Models☆19Sep 11, 2024Updated last year
- Secure Aggregation for FL☆39Nov 25, 2023Updated 2 years ago
- ☆19Nov 17, 2023Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 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.
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Cost-Aware Robust Tree Ensembles for Security Applications (Usenix Security'21) https://arxiv.org/pdf/1912.01149.pdf☆18Mar 2, 2021Updated 5 years ago
- Federated Learning and Membership Inference Attacks experiments on CIFAR10☆23Jan 29, 2020Updated 6 years ago
- Dual Encoder-based Dynamic-Channel Graph Convolutional Network with Edge Enhancement for Retinal Vessel Segmentation☆22Dec 31, 2021Updated 4 years ago
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Official codes for ACM CIKM '22 full paper: Towards Federated Learning against Noisy Labels via Local Self-Regularization☆52Jan 30, 2025Updated last year
- ☆72May 27, 2026Updated last month