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11 search results found

Secretflow ⭐ 2,101

A unified framework for privacy-preserving data analysis and machine learning

Concrete Ml ⭐ 607

Concrete ML: Privacy Preserving ML framework built on top of Concrete, with bindings to traditional ML frameworks.

Security and Privacy Risk Simulator for Machine Learning

Liberate Fhe ⭐ 76

A Fully Homomorphic Encryption (FHE) library for bridging the gap between theory and practice with a focus on performance and accuracy.

Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library

Secure distributed aggregation of high-dimensional vectors

Privacy -preserving Neural Networks

Crypto_nn ⭐ 15

Proof of concept for CryptoDL made for BigSec course @ EURECOM

Bridge between TensorFlow and Google's Private Join and Compute library

Seal Fyp Logistic Regression ⭐ 9

My Final Year Project using Microsoft SEAL: Logistic Regression over Encrypted Data.

Defending Federated Learning System ⭐ 7

Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from data/model poisoning and reverse engineering attacks.

Privacy_enhancing_technologies_portfolio ⭐ 5

This repository contains projects applying privacy-enhancing technologies.

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