ppml-news / ppml-news.github.ioLinks
News in Privacy-Preserving Machine Learning
☆12Updated 6 years ago
Alternatives and similar repositories for ppml-news.github.io
Users that are interested in ppml-news.github.io are comparing it to the libraries listed below
Sorting:
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆51Updated 4 years ago
- Privacy -preserving Neural Networks☆79Updated 7 years ago
- Implementation of protocols in SecureNN.☆131Updated 3 years ago
- A curated list of resources for privacy-preserving machine learning☆148Updated 4 years ago
- ☆38Updated last year
- Implementation of protocols in Falcon☆95Updated last year
- A Secure Multiparty Computation (MPC) protocol for computing linear regression on vertically distributed datasets.☆32Updated 6 years ago
- A SMPC companion library for Syft☆106Updated last week
- ☆37Updated last month
- ☆58Updated 3 years ago
- ☆67Updated 7 years ago
- Materials about Privacy-Preserving Machine Learning☆263Updated last week
- Secure Aggregation for FL☆37Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆37Updated 6 years ago
- This work combines differential privacy and multi-party computation protocol to achieve distributed machine learning.☆26Updated 5 years ago
- ☆442Updated last year
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆35Updated 4 years ago
- Function Secret Sharing library for Python and Rust with hardware acceleration (PETS '22)☆57Updated 2 years ago
- SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.☆113Updated 2 years ago
- Code for Canonne-Kamath-Steinke paper https://arxiv.org/abs/2004.00010☆63Updated 5 years ago
- Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption …☆56Updated 7 months ago
- A Cryptographic Inference Service for Neural Networks☆131Updated last year
- Practical Privacy-Preserving K-means Clustering (PETS-2020)☆35Updated 4 years ago
- Some algorithms for computation on encrypted data based on Microsoft SEAL☆27Updated 5 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆89Updated 4 years ago
- Paper Notes in MPC with Applications to PPML☆71Updated last year
- A Three Party MPC framework for Machine learning and Databases☆211Updated 10 months ago
- Implementation of "Reading in the Dark: Classifying Encrypted Digits with Functional Encryption"☆22Updated 2 years ago
- Privacy preserving vertical federated learning for tree-based models☆30Updated 4 years ago
- This project's goal is to evaluate the privacy leakage of differentially private machine learning models.☆135Updated 3 years ago