LEAKPRO: Leakage Profiling and Risk Oversight for Machine Learning Models
Summary
Open-source platform to assess information leakage of trained ML models, federated learning, and synthetic data. Models privacy attacks including membership inference, data reconstruction, property inference, and gradient inversion. Built for developers and legal experts for AI Act compliance.
Themes
Keywords
privacy, ML security, membership inference, federated learning, synthetic data, AI Act, risk assessment
Poster
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