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attribute-inference-attack

Here are 5 public repositories matching this topic...

liuyugeng / ML-Doctor

Code for ML Doctor

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

Updated Aug 14, 2024
Python

shrebox / Privacy-Attacks-in-Machine-Learning

Membership Inference, Attribute Inference and Model Inversion attacks implemented using PyTorch.

pytorch attribute-inference-attack membership-inference-attack model-inversion-attack

Updated Oct 4, 2024
Python

AI-SDC / SACRO-ML

Collection of tools and resources for managing the statistical disclosure control of trained machine learning models

machine-learning privacy inference data-privacy data-protection differential-privacy statistical-disclosure-control attribute-inference-attack membership-inference-attack

Updated May 6, 2025
Python

liuyugeng / HLCV_project

This is a project based on attribute inference attack (or overlearning attack). We run the experiment on CelebA dataset.

machine-learning deep-learning knowledge-distillation differential-privacy attribute-inference-attack

Updated Oct 4, 2021
Python

Pilladian / attribute-inference-attack

Attribute Inference Attack

machine-learning cnn pytorch multi-layer-perceptron utkface attribute-inference-attack

Updated Jun 30, 2021
Python

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