R. Kassa

Preserving Membership Privacy via Risk Score Guided Knowledge Distillation

: The increasing deployment of deep learning models has raised important concerns regarding data privacy. In particular, Membership Inference Attacks (MIAs) aim to determine whether a specific data sample was used to train a model, potentially exposing sensitive information. To address this issue, we propose Risk Score...