4 results found Sort:

AndrewZhou924
Awesome-model-inversion-attack AndrewZhou924
11
166
unknown
4
[arXiv:2411.10023] "Model Inversion Attacks: A Survey of Approaches and Countermeasures"
deep-learning robust-learning model-inversion-attack model-inversion-attacks
Created 2022-07-21
87 commits to main branch, last one 17 days ago
shrebox
Privacy-Attacks-in-Machine-Learning shrebox
8
58
unknown
3
Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.
pytorch model-inversion-attack attribute-inference-attack membership-inference-attack
Created 2021-05-31
130 commits to main branch, last one 6 months ago
jeremy313
Soteria jeremy313
10
55
mit
2
Official implementation of "Provable Defense against Privacy Leakage in Federated Learning from Representation Perspective"
privacy cvpr2021 federated-learning model-inversion-attack
Created 2021-03-26
27 commits to main branch, last one about a year ago
AndrewZhou924
MC-GRA AndrewZhou924
4
25
mit
1
[ICML 2023] "On Strengthening and Defending Graph Reconstruction Attack with Markov Chain Approximation"
graph-reconstruction graph-neural-networks model-inversion-attack model-inversion-attacks model-inversion-attack-on-graphs
Created 2023-03-26
58 commits to main branch, last one about a year ago