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privacy-audit

Here are 4 public repositories matching this topic...

privacytrustlab / ml_privacy_meter

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

machine-learning privacy inference data-privacy gdpr data-protection explainable-ai information-leakage membership-inference-attack data-protection-impact-assessment privacy-audit

Updated Nov 6, 2024
Python

JonasGeiping / breaching

Breaching privacy in federated learning scenarios for vision and text

security machine-learning pytorch federated-learning decentralized-learning privacy-audit

Updated Apr 17, 2024
Python

zdong1 / differential_privacy

Experimentations for Supervised Privacy Auditing

differential-privacy privacy-audit

Updated Nov 10, 2023
Python

um-dsp / DP-UTIL

DP-UTIL: A Comprehensive Utility Analysis of Differential Privacy in Machine Learning

machine-learning privacy inference data-privacy differential-privacy membership-inference-attack privacy-leakage privacy-audit privacy-leakages-of-ml

Updated Dec 28, 2021
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