CrossGuard: Safeguarding MLLMs against Joint-Modal Implicit Malicious Attacks
arXiv:2510.17687v2 Announce Type: replace-cross
Abstract: Multimodal Large Language Models (MLLMs) achieve strong reasoning and perception capabilities but are increasingly vulnerable to jailbreak attacks. While existing work focuses on explicit attac…