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Paper Digest

Table of Contents:

When machine learning meets privacy: A survey and outlook
A survey of privacy attacks in machine learning
Survey on federated learning threats: Concepts, taxonomy on attacks and defences, experimental study and challenges
WIP - Privacy-preserving machine learning: Methods, challenges and directions
WIP - Outline of Privacy-preserving machine learning: Methods, challenges and directions
On hyperparameter optimization of machine learning algorithms: Theory and practice

🚀 PPML

Open Source Repositories for PPML
- OpenMined/TenSEAL
- OpenMined/TenSEAL (Save/Load Key & Encrypted Data @ BFV)
WIP - Outline of Privacy-preserving machine learning: Methods, challenges and directions
WIP - Privacy-preserving machine learning: Methods, challenges and directions

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By Hsiang-Jen Li