Federated learning with homomorphic encryption enables multiple parties to securely co-train artificial intelligence models in pathology and radiology, reaching state-of-the-art performance with privacy guarantees.
☆33Dec 7, 2023Updated 2 years ago
Alternatives and similar repositories for federated_he
Users that are interested in federated_he are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Homomorphic Encryption and Federated Learning based Privacy-Preserving☆73Jun 27, 2023Updated 3 years ago
- A simulation showcasing federated learning with homomorphic encryption☆10Sep 24, 2023Updated 2 years ago
- Medical data is often highly sensitive in terms of data privacy and security concerns. Federated learning, one type of machine learn- ing…☆23Jun 9, 2022Updated 4 years ago
- An implementation of pneumonia medical X-ray image classification problem using Federated Learning in PySyft.☆13Jun 16, 2019Updated 7 years ago
- [INFOCOM24' & TDSC25']FedPHE & Efficient and Straggler-Resistant Homomorphic Encryption for Heterogeneous Federated Learning☆44Aug 31, 2025Updated 10 months 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.
- ☆14Jul 11, 2023Updated 2 years ago
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- Meta-Learning for Risk Prediction with Limited Patient Electronic Health Records Using PySyft and SyferText☆19Sep 14, 2020Updated 5 years ago
- 自己的个人毕设,联邦学习相关,主要是多方安全计算中秘密分享的一种算法实现,以完成不需要第三方的安全隐私传输。(An algorithm implementation of secret sharing in multi-party secure computing to c…☆18Apr 10, 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
- ☆16Aug 29, 2023Updated 2 years ago
- cyberdog_sim☆16Jul 9, 2024Updated 2 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 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.
- ☆11Apr 4, 2022Updated 4 years ago
- Initial Rust implementation of FAEST☆15Jul 6, 2023Updated 3 years ago
- Implementation of the Fish and Begol signature schemes☆14Jul 3, 2017Updated 9 years ago
- ☆26Aug 6, 2024Updated last year
- An Efficient and Easy-to-use Federated Learning Framework.☆44Mar 17, 2026Updated 3 months ago
- Conditional GANs for Semantic Segmentation of Multispectral Satellite Images☆32Sep 10, 2018Updated 7 years ago
- Official repository for Trustworthy Alignment of Retrieval-Augmented Large Language Models via Reinforcement Learning☆12Sep 2, 2024Updated last year
- Improved Autoencoder-based Ensemble In-vehicle Intrusion Detection System☆13Oct 3, 2023Updated 2 years ago
- Contains codes for our paper titled ''Joint Learning for Spatial Context-based Seismic Inversion of Multiple Datasets for Improved Genera…☆13Apr 9, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Jeroen Cottaar's work for the Kaggle Geophysical Waveform Inversion competition (2nd place)☆13Aug 11, 2025Updated 10 months ago
- 【ICCV 2023】Towards Instance-adaptive Inference for Federated Learning☆12Mar 31, 2025Updated last year
- Implementation of FedAvg, FedProx and qFedAvg using PyTorch☆18Apr 2, 2024Updated 2 years ago
- (AAAI25) This is the official code repository for "MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios".☆17May 30, 2025Updated last year
- ☆17Oct 9, 2024Updated last year
- # Cervical_cancer_detection_using_ML # Introduction According to World Health Organisation (WHO), when detected at an early stage, cervic…☆12Jun 18, 2022Updated 4 years ago
- ☆14Dec 28, 2024Updated last year
- FedAvg code with privacy protection function, the application of Paillier homomorphic encryption algorithm and differential privacy, diff…☆135Sep 30, 2024Updated last year
- Intrusion Detection System, IDS,Cyberattack Detection,Pytorch,Transformer☆11Oct 17, 2022Updated 3 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.
- End-to-End Gradient Inversion (Gradient Leakage in Federated Learning) 【https://ieeexplore.ieee.org/document/9878027】☆11Aug 19, 2022Updated 3 years ago
- This repo contains information about FeB4RAG collection☆17Feb 19, 2024Updated 2 years ago
- ECDSA algorithm C++ wrap library.☆10Jan 7, 2018Updated 8 years ago
- ☆19Sep 8, 2023Updated 2 years ago
- A Java Hdfs client example and full Kerberos example for call hadoop commands directly in java code or on your local machine.☆13Nov 16, 2017Updated 8 years ago
- Official code repository for the paper "Rethinking Model Prototyping through the MedMNIST+ Dataset Collection" @ Scientific Reports☆13Mar 5, 2025Updated last year
- cisp考试资料☆14Aug 13, 2022Updated 3 years ago