Cong Tian

Implicit Jailbreak Attacks via Cross-Modal Information Concealment on Vision-Language Models

2025 · arXiv (Cornell University)

Multimodal large language models (MLLMs) enable powerful cross-modal reasoning capabilities. However, the expanded input space introduces new attack surfaces. Previous jailbreak attacks often inject malicious instructions from text into less aligned modalities, such as vision. …