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[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
Created 2022-07-21
86 commits to main branch, last one about a month ago
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
Created 2023-05-17
200 commits to main branch, last one 6 days ago
Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)
Created 2018-04-08
8 commits to master branch, last one 3 years ago
[ICML 2022 / ICLR 2024] Source code for our papers "Plug & Play Attacks: Towards Robust and Flexible Model Inversion Attacks" and "Be Careful What You Smooth For".
Created 2022-01-31
55 commits to master branch, last one 6 months ago
[CVPR-2023] Re-thinking Model Inversion Attacks Against Deep Neural Networks
Created 2023-03-29
15 commits to main branch, last one about a year ago
[ICML 2023] On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation
Created 2023-03-26
58 commits to main branch, last one about a year ago