2026
Do Vision-Language Models Leak What They Learn? Adaptive Token-Weighted Model Inversion Attacks
CVPR 2026
Model inversion (MI) attacks pose significant privacy risks by reconstructing private training data from trained neural networks. While prior studies have primarily examined unimodal deep networks, the vulnerability of vision-language models (VLMs) remains largely unexplored. In this work, we presen