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Top 5 privacy-preserving-machine-learning open source projects

Awesome Production Machine Learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

✭ 10,504

deep-learning machine-learning awesome awesome-list data-mining interpretability privacy-preserving production-machine-learning mlops privacy-preserving-machine-learning explainability responsible-ai machine-learning-operations ml-ops ml-operations privacy-preserving-ml large-scale-ml production-ml large-scale-machine-learning

Awesome-Federated-Machine-Learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

✭ 190

security machine-learning computer-vision deep-learning distributed-computing differential-privacy edge-computing federated-learning privacy-preserving-machine-learning

Privacy Testing for Deep Learning

✭ 111

python machine-learning privacy deep-learning model-extraction privacy-enhancing-technologies model-inversion privacy-preserving-machine-learning membership-inference

decentralized-ml

Full stack service enabling decentralized machine learning on private data

✭ 50

Jupyter Notebook python javascript CSS Batchfile HTML machine-learning privacy deep-neural-networks deep-learning tensorflow pytorch compression-algorithm privacy-enhancing-technologies federated-learning privacy-preserving-machine-learning decentralized-machine-learning

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

✭ 25

python Jupyter Notebook security tensorflow homomorphic-encryption differential-privacy federated-learning privacy-preserving-machine-learning

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