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Search results for python privacy preserving machine learning

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14 search results found

Awesome Machine Learning Interpretability ⭐ 3,241

A curated list of awesome responsible machine learning resources.

An open framework for Federated Learning.

Privacyraven ⭐ 172

Privacy Testing for Deep Learning

Robustdg ⭐ 160

Toolkit for building machine learning models that generalize to unseen domains and are robust to privacy and other attacks.

Advanced Privacy-Preserving Federated Learning framework

Decentralized Ml ⭐ 42

Full stack service enabling decentralized machine learning on private data

Vid2doppler ⭐ 23

This is the research repository for Vid2Doppler: Synthesizing Doppler Radar Data from Videos for Training Privacy-Preserving Activity Recognition.

Responsible Ai Toolbox Privacy ⭐ 21

A library for statistically estimating the privacy of ML pipelines from membership inference attacks

Federated ⭐ 18

Bachelor's Thesis in Computer Science: Privacy-Preserving Federated Learning Applied to Decentralized Data

Smpc Analytics ⭐ 18

📊 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.

Defend_mi ⭐ 17

Bilateral Dependency Optimization: Defending Against Model-inversion Attacks

Open source platform for the privacy-preserving machine learning lifecycle

Deepvcfingerprinting ⭐ 8

Cicada Mpc ⭐ 5

Fault-tolerant secure multiparty computation in Python.

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