A compiled list of resources and materials for PPML
☆13May 10, 2025Updated last year
Alternatives and similar repositories for ppml-materials
Users that are interested in ppml-materials are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆19Aug 3, 2026Updated last week
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- ☆40Nov 8, 2024Updated last year
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Materials about Privacy-Preserving Machine Learning☆264Feb 2, 2026Updated 6 months ago
- code repo for paper accepted in ICML 2023☆13Oct 19, 2023Updated 2 years ago
- Homomorphic Random Forest library☆17Apr 12, 2023Updated 3 years ago
- Shamir Secret Sharing library☆16Nov 22, 2022Updated 3 years ago
- Privacy-preserving machine learning for small molecule data using fully homomorphic encryption.☆13Mar 2, 2026Updated 5 months ago
- Cerebro: A platform for Secure Coopetitive Learning☆24Sep 9, 2021Updated 4 years ago
- Implementation network trimming using pytorch☆15Apr 20, 2020Updated 6 years ago
- PyTorch implementation of NoPeekNN☆17Aug 30, 2020Updated 5 years ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 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 curated list of resources for privacy-preserving machine learning☆149Oct 19, 2021Updated 4 years ago
- Input scripts for securely evaluating quantized ImageNet models with mp-spdz☆19Oct 6, 2020Updated 5 years ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆41Oct 9, 2022Updated 3 years ago
- ☆11Mar 19, 2024Updated 2 years ago
- An implementation of BGV-FHE scheme☆29Apr 26, 2018Updated 8 years ago
- Code release for MPCViT accepted by ICCV 2023☆17Jan 6, 2025Updated last year
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 4 years ago
- Collective training of neural networks on distributed datasets.☆21Feb 6, 2023Updated 3 years ago
- Format your bibtex (.bib) file to help standardize citations for conference and journal submissions☆14Nov 23, 2025Updated 8 months 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.
- 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
- ☆20Apr 10, 2019Updated 7 years ago
- A Parallel Secure Machine Learning Framework on GPUs☆21Nov 17, 2021Updated 4 years ago
- Official Repository for ResSFL (accepted by CVPR '22)☆26Jun 24, 2022Updated 4 years ago
- ☆15Jun 4, 2024Updated 2 years ago
- Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks☆76Jul 25, 2024Updated 2 years ago
- golang下密码学包的使用☆14Aug 17, 2019Updated 6 years ago
- A library for lattice-based homomorphic encryption in Go☆14May 15, 2022Updated 4 years ago
- This is the code repository for a project at Ulm University. It's a fall detection system based on address-event-based cameras.☆11Sep 29, 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.
- Integration of SplitNN for vertically partitioned data with OpenMined's PySyft☆28Sep 2, 2020Updated 5 years ago
- 🔬 深 度学习项目库 —— 基于 sklearn☆19Apr 14, 2023Updated 3 years ago
- 推荐系统算法-矩阵分解（MF）——FunkSVD☆15Feb 11, 2021Updated 5 years ago
- ☆27Feb 26, 2023Updated 3 years ago
- ☆13Oct 2, 2023Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Jul 14, 2021Updated 5 years ago
- 2023年中国研究生数学建模竞赛E题☆14Sep 22, 2023Updated 2 years ago