Who Can See Through You? Adversarial Shielding Against VLM-Based Attribute Inference Attacks

Yucheng Fan, Jiawei Chen, Yu Tian +1

As vision-language models (VLMs) become widely adopted, VLM-based attribute inference attacks have emerged as a serious privacy concern, enabling adversaries to infer private attri…