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 2 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
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [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 last year
- ☆11Apr 4, 2022Updated 4 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 4 years ago
- Implementation of the Fish and Begol signature schemes☆14Jul 3, 2017Updated 8 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Official mirror of Python-FHEz; Python Fully Homomorphic Encryption (FHE) Library for Encrypted Deep Learning as a Service (EDLaaS).☆29Apr 5, 2022Updated 4 years ago
- Official repository of the paper "Dynamic Defense Against Byzantine Poisoning Attacks in Federated Learning".☆12Mar 28, 2022Updated 4 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
- 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
- Final project for Lesson 7: Federated Learning in the Facebook and Udacity Secure and Private AI scholarship nanodegree program☆19Oct 14, 2019Updated 6 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.
- ☆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
- 中科大密码学大作业：在breast cancer数据集上实现了纵向联邦学习与标签差分隐私结合☆17Oct 25, 2023Updated 2 years ago
- An Approach for Medical Image Arbitrary Scale Super-Resolution☆11Mar 29, 2023Updated 3 years ago
- 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
- 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
- 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.
- 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
- The ANTLR 3 Website☆14Aug 21, 2023Updated 2 years ago
- Easy Setup, File-based, Offline Capable Federated Learning and Computations☆22Mar 28, 2026Updated 2 months ago
- ☆12Sep 17, 2019Updated 6 years ago
- Algorithms that find optimized degrees for MinimaxComp on the RNS-CKKS scheme☆16Oct 31, 2021Updated 4 years ago
- Federated Learning on Energy Dataset for load forecasting using clustering and sequential DNN methods☆14Sep 19, 2024Updated last year