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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
Index