Paul Thielen

MEDUSA: Medical Data Under Shadow Attacks via Hybrid Model Inversion

We introduce MEDUSA (Medical Data Under Shadow Attacks), a novel hybrid model inversion framework that leverages gradient-based optimization and TCNNs to reconstruct high-fidelity medical images from model outputs in a gray-box setting. Unlike traditional attacks requiring full model details, MEDUSA…