Search Results - RepositoryStats

62

342

apache-2.0

3

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

dbms privacy paillier security k-anonymity deep-learning evasion-attack machine-learning poisoning-attacks federated-learning adversarial-attacks adversarial-examples differential-privacy membership-inference paillier-cryptosystem homomorphic-encryption model-inversion-attacks adversarial-machine-learning

Created 2021-01-16

939 commits to main branch, last one 2 months ago

Awesome-Forgetting-in-Deep-Learning EnnengYang

7

179

unknown

6

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

forgetting overfitting deep-learning meta-learning model-attacks generative-model machine-learning coreset-selection domain-adaptation continual-learning federated-learning machine-unlearning beneficial-forgetting reinforcement-learning catastrophic-forgetting model-inversion-attacks self-supervised-learning property-inference-attacks membership-inference-attacks data-free-knolwedge-distillation

Created 2023-07-03

89 commits to main branch, last one 5 days ago

Awesome-model-inversion-attack AndrewZhou924

7

106

unknown

4

A curated list of resources for model inversion attack (MIA).

deep-learning robust-learning model-inversion-attack model-inversion-attacks

Created 2022-07-21

78 commits to main branch, last one 12 days ago

Model-Inversion-Attack-ToolBox ffhibnese

3

97

unknown

2

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

privacy toolbox benchmarks trustworthy-ai model-inversion machine-learning model-inversion-attacks

Created 2023-05-17

176 commits to main branch, last one 7 days ago

ML-Doctor liuyugeng

23

78

apache-2.0

3

Code for ML Doctor

model-stealing machine-learning differential-privacy knowledge-distillation model-inversion-attacks attribute-inference-attack membership-inference-attack

Created 2021-08-17

116 commits to main branch, last one 7 months ago

model-inversion-attack yashkant

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78

unknown

4

Implementation of the Model Inversion Attack introduced with Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures (Fredrikson Et al.)

tensorflow model-inversion-attacks

Created 2018-04-08

8 commits to master branch, last one 2 years ago

Plug-and-Play-Attacks LukasStruppek

8

30

mit

2

[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".

stylegan2 model-inversion privacy-attacks face-recognition machine-learning model-inversion-attacks privacy-preserving-machine-learning

Created 2022-01-31

53 commits to master branch, last one 2 months ago