model-inversion
There are 11 repositories under model-inversion topic.
trailofbits/PrivacyRaven
Privacy Testing for Deep Learning
ffhibnese/Model-Inversion-Attack-ToolBox
A comprehensive toolbox for model inversion attacks and defenses, which is easy to get started.
LukasStruppek/Plug-and-Play-Attacks
[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".
Koukyosyumei/Attack_SplitNN
reveal the vulnerabilities of SplitNN
wangkua1/vmi
Code for "Variational Model Inversion Attacks" Wang et al., NeurIPS2021
TTitcombe/Model-Inversion-SplitNN
Research into model inversion on SplitNN
qwqoro/ML-Talk
📄 [Talk] OFFZONE 2022 / ODS Data Halloween 2022: Black-box attacks on ML models + with use of open-source tools
alexandershaw4/aoptim
a gradient-based optimisation routine for highly parameterised non-linear dynamical models
sarahsimionescu/simple-model-inversion
My attempt to recreate the attack described in "Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures" by Fredrikson et al. in 2015 using Tensorflow 2.9.1
katekemu/model_inversion_defense
Implementation of "An Approximate Memory based Defense against Model Inversion Attacks to Neural Networks" and "MIDAS: Model Inversion Defenses Using an Approximate Memory System"