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LeakPro 2 is a tool for assessing and mitigating privacy risks in machine learning models and AI systems. LeakPro combines privacy attacks, PET evaluation, and structured workflows to support practical privacy risk assessment.
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Fazeleh Hoseini
LeakPro projects
LeakPro 2: Operational privacy risk management for AI systems
LeakPro 2 is a tool/framework for assessing and mitigating privacy risks in AI models. It combines privacy attacks, PET evaluation, and structured workflows to support practical privacy risk...
LeakPro 1: Leakage profiling and risk oversight for machine learning models
Many recent works have highlighted the possibility of extracting data from trained machine-learning models. However, these examples are typically performed under idealistic conditions and it is...
