Two Sides of the Same Coin: Co-Evolving Search for Cross-Task Attacks on Vision-Language Models

Xuanhui Lin, Junhao Dong, Mingrong Gong +3

Vision-language models (VLMs) exhibit strong generalization across multimodal tasks but remain vulnerable to adversarial perturbations. Existing attacks typically follow single-tra…