2 papers
cs.CR2025
Invisible to Humans, Triggered by Agents: Stealthy Jailbreak Attacks on Mobile Vision-Language Agents
Renhua Ding, Xiao Yang, Zhengwei Fang +3
Large Vision-Language Models (LVLMs) empower autonomous mobile agents, yet their security under realistic mobile deployment constraints remains underexplored. While agents are vuln…
cs.CV2024
Feedback-based Modal Mutual Search for Attacking Vision-Language Pre-training Models
Renhua Ding, Xinze Zhang, Xiao Yang +1
Although vision-language pre-training (VLP) models have achieved remarkable progress on cross-modal tasks, they remain vulnerable to adversarial attacks. Using data augmentation an…