Privacy Preserving Machine Learning (Manning Early Access Program)
☆34Jan 6, 2023Updated 3 years ago
Alternatives and similar repositories for PPML
Users that are interested in PPML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Sep 10, 2025Updated 6 months ago
- News in Privacy-Preserving Machine Learning☆12Feb 5, 2020Updated 6 years ago
- Privacy-preserving XGBoost Inference☆50Apr 20, 2023Updated 2 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated 2 months ago
- Privacy-Preserving Machine Learning (PPML) Tutorial☆43Dec 8, 2025Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- ☆10Jul 22, 2024Updated last year
- MIT dsail research project☆12May 14, 2020Updated 5 years ago
- Code for Horizontal Federated Learning blog around Credit Scoring☆10Sep 14, 2020Updated 5 years ago
- Minimal pure-Python library that implements a basic version of a secure decentralized biometric authentication functionality via a secure…☆13Mar 27, 2024Updated last year
- Privacy-preserving k-means clustering on data owned by multiple parties☆14May 10, 2016Updated 9 years ago
- TensorFlow materials☆13Jan 8, 2021Updated 5 years ago
- MLFlow End to End Workshop at Chandigarh University☆11Feb 3, 2023Updated 3 years ago
- ☆39Nov 8, 2024Updated last year
- A compiled list of resources and materials for PPML☆11May 10, 2025Updated 10 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆16Apr 30, 2024Updated last year
- Cryptographically Secure Aggregation for Federated Learning☆11Jan 24, 2023Updated 3 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- Implementation of a simple linear regression algorithm in MAMBA☆10Feb 12, 2020Updated 6 years ago
- Code release for MPCViT accepted by ICCV 2023☆16Jan 6, 2025Updated last year
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Oct 1, 2019Updated 6 years ago
- PoUW enables PAI Coin to serve a dual purpose: (1) As a typical cryptocurrency, like Bitcoin, Ethereum, and many others, and (2) as a com…☆11Jan 18, 2022Updated 4 years ago
- List of papers on cryptography assisted deep learning privacy computation☆17Dec 29, 2025Updated 2 months ago
- TensorFlow World 2019 Tutorial: Privacy-Preserving Machine Learning with TF Encrypted & PySyft☆45May 16, 2023Updated 2 years ago
- 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.
- Deploy a Custom Machine Learning engine and Monitor Payload Logging and Fairness using AI OpenScale☆12Sep 17, 2025Updated 6 months ago
- Image and text encryption using Shamir's Secret Sharing algorithm☆14Feb 17, 2020Updated 6 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Jul 14, 2021Updated 4 years ago
- 基于同态加密的联邦学习安全聚合系统☆49Mar 8, 2021Updated 5 years ago
- Repository for my paper: Deep Multilayer Perceptrons for Dimensional Speech Emotion Recognition☆11Oct 24, 2023Updated 2 years ago
- This repository contains the artifacts accompanied by the paper "Fair Preprocessing"☆13Jul 20, 2021Updated 4 years ago
- Sample MLFlow projects☆28Oct 5, 2022Updated 3 years ago
- Twin SVM implementation☆16Dec 5, 2018Updated 7 years ago
- DrBERT: A Robust Pre-trained Model in French for Biomedical and Clinical domains☆20Feb 7, 2024Updated 2 years ago
- 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 from PLDI '21 paper "Provable Repair of Deep Neural Networks."☆10Nov 26, 2022Updated 3 years ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 4 years ago
- golang下密码学包的使用☆14Aug 17, 2019Updated 6 years ago
- 复现论文《Distilling Task-Specific Knowledge from BERT into Simple Neural Networks》☆16Jun 13, 2021Updated 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
- ☆15Aug 29, 2023Updated 2 years ago
- FairPrep is a design and evaluation framework for fairness-enhancing interventions that treats data as a first-class citizen.☆11Mar 24, 2023Updated 3 years ago