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attribute-inference-attack

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Here are 9 public repositories matching this topic...

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All 9 Python 5 Jupyter Notebook 1 R 1

liuyugeng / ML-Doctor

Star 92

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

Star 69

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

Star 40

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 Aug 20, 2026
  • Python

SlokomManel / SynRec

Star 10

Partially Synthetic Data Generation for Recommender systems

recommender-system synthetic-data attribute-inference-attack
  • Updated Sep 14, 2021
  • R

hharcolezi / risks-ldp

Star 8

Repository for the VLDB'23 paper "On the Risks of Collecting Multidimensional Data Under Local Differential Privacy"

ldp attacks re-identification differential-privacy risks attribute-inference-attack local-differential-privacy attribute-inference
  • Updated Jun 13, 2023
  • Jupyter Notebook

icmpnorequest / Attribute-Inference-Attack-Paper-Reading

Star 7

Paper list of attribute inference attack

machine-learning privacy social-networks paper defense attribute-inference-attack
  • Updated Jul 9, 2020

liuyugeng / HLCV_project

Star 5

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 / ml-attack-framework

Star 5

Universität des Saarlandes - Privacy Enhancing Technologies 2021 - Semester Project

python machine-learning privacy pytorch attribute-inference-attack membership-inference-attack model-inversion-attack
  • Updated Sep 25, 2021

Pilladian / attribute-inference-attack

Star 5

Attribute Inference Attack

machine-learning cnn pytorch multi-layer-perceptron utkface attribute-inference-attack
  • Updated Jun 30, 2021
  • Python

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