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Search results for machine learning membership inference attacks

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Ml_privacy_meter ⭐ 501

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

Awesome Forgetting In Deep Learning ⭐ 104

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

Ml Doctor ⭐ 74

Code for ML Doctor

Unlearningleaks ⭐ 14

Official implementation of "When Machine Unlearning Jeopardizes Privacy" ((CCS 2021)

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

Leveraging Adversarial Examples To Quantify Membership Information Leakage ⭐ 11

Membership_inference_attack ⭐ 10

🔒 Implementation of Shokri et al(2016) "Membership Inference Attacks against Machine Learning Models"

Membership Inference Research ⭐ 9

Bachelor's Thesis on Membership Inference Attacks

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