📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.Sc. thesis at the University of Athens, Greece.
☆19Dec 5, 2023Updated 2 years ago
Alternatives and similar repositories for smpc-analytics
Users that are interested in smpc-analytics are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Platform for deploying web-based privacy-preserving data surveys using secure multi-party computation (MPC).☆57Nov 17, 2023Updated 2 years ago
- MPC team of Security Group in HITSZ☆19Apr 19, 2026Updated 3 months ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- Privacy -preserving Neural Networks☆78Dec 21, 2018Updated 7 years ago
- A FRamework for Efficient Secure COmputation☆143May 20, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Safeheron’s TEE based RSA key sharding service.☆12May 14, 2026Updated 2 months ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated 6 months ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 4 months ago
- Security Weaknesses in Machine Learning☆15Aug 14, 2023Updated 2 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- ☆12May 22, 2023Updated 3 years ago
- Library for the verification of BGLS signatures on the EVM using Solidity.☆15Mar 14, 2018Updated 8 years ago
- A compiled list of resources and materials for PPML☆12May 10, 2025Updated last year
- PyTorch implementation of NoPeekNN☆17Aug 30, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆13Nov 18, 2025Updated 8 months ago
- Implementation of protocols in SecureNN.☆130Oct 8, 2022Updated 3 years ago
- Privacy-preserving federated learning is distributed machine learning where multiple collaborators train a model through protected gradi…☆31Jun 9, 2021Updated 5 years ago
- 这是我的博客《不用框架，使用Python搭建基于numpy的卷积神经网络来进行cifar-10分类的深度学习系统》的代码实现。☆10Jul 1, 2019Updated 7 years ago
- CDLS: Proving Knowledge of Committed Discrete Logarithms with Soundness☆12Apr 30, 2026Updated 2 months ago
- Privacy-preserving XGBoost Inference☆51Apr 13, 2026Updated 3 months ago
- Function-Dependent Preprocessing in MOTION☆14May 7, 2026Updated 2 months ago
- Codes for the predictive quantization and joint time frequency interpolation strategy for interpolation of MIMO-OFDM precoding matrices☆14Jul 15, 2019Updated 7 years ago
- Naver sentiment movie corpus classification☆17Oct 12, 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.
- Multi‐key homomorphic encryption based on MKCKKS☆22May 25, 2022Updated 4 years ago
- 隐私保护的敏感人群轨迹接触追溯算法。基于轨迹时空信息、同态加密、安全多方计算，使用Java实现☆10Oct 22, 2023Updated 2 years ago
- Various material around private machine learning, some associated with blog☆147Sep 9, 2019Updated 6 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Sep 10, 2025Updated 10 months ago
- golang下密码学包的使用☆14Aug 17, 2019Updated 6 years ago
- 🔬 深度学习项目库 —— 基于 sklearn☆18Apr 14, 2023Updated 3 years ago
- 推荐系统算法-矩阵分解（MF）——FunkSVD☆15Feb 11, 2021Updated 5 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 5 years ago
- Search framework for CAD files using the frequency domain☆13May 3, 2024Updated 2 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.
- 2023年中国研究生数学建模竞赛E题☆14Sep 22, 2023Updated 2 years ago
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- 生成中文文字识别（OCR）的训练数据☆12Mar 2, 2020Updated 6 years ago
- ☆22Jan 5, 2023Updated 3 years ago
- A Python3 library for sharing secrets.☆16May 10, 2024Updated 2 years ago
- 基于同态加密的联邦学习安全聚合系统☆48Mar 8, 2021Updated 5 years ago
- HELM: Navigating Homomorphic Encryption through Gates and Lookup Tables☆12Apr 7, 2025Updated last year