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Search results for machine learning model inversion attacks

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6 search results found

Security and Privacy Risk Simulator for Machine Learning

Awesome Forgetting In Deep Learning ⭐ 104

A Comprehensive Survey of Forgetting in Deep Learning Beyond Continual Learning. arXiv:2307.09218.

Ml Doctor ⭐ 74

Code for ML Doctor

Model Inversion Attack Toolbox ⭐ 57

A comprehensive benchmark for model inversion attacks and defenses, which is easy to get started.

Plug And Play Attacks ⭐ 25

Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" (ICML 2024) and "Be Careful What You Smooth For" (ICLR 2024).

Unofficial pytorch implementation of paper: Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures

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