Attention Hijacking: Response Manipulation Across Queries in Vision-Language Models

In three linesAttention Hijacking: an adversarial attack that manipulates internal attention distributions in vision-language models to maintain a target response across diverse text queries. The method amplifies visual token influence on response tokens while suppressing textual token competition, improving cross-query transferability.

Summary generated by Claude — human-verified