Feature-Aware Token Attack for Compression-Triggered Stealthy Failures in Large Vision-Language Models

Shilinlu Yan, Bowen Chen, Yuechen Zhang +3

Visual-token compression improves the efficiency of large vision-language models, but can expose failures that full-token evaluation misses. We study adversarial images that preser…