3 papers
cs.CV2025
Reinforcement Learning-Based Prompt Template Stealing for Text-to-Image Models
Xiaotian Zou
Multimodal Large Language Models (MLLMs) have transformed text-to-image workflows, allowing designers to create novel visual concepts with unprecedented speed. This progress has gi…
cs.CR2024
Image-to-Text Logic Jailbreak: Your Imagination can Help You Do Anything
Xiaotian Zou, Ke Li, Yongkang Chen
Large Visual Language Model\textbfs (VLMs) such as GPT-4V have achieved remarkable success in generating comprehensive and nuanced responses. Researchers have proposed various benc…
cs.CL2024
Is the System Message Really Important to Jailbreaks in Large Language Models?
Xiaotian Zou, Yongkang Chen, Ke Li
The rapid evolution of Large Language Models (LLMs) has rendered them indispensable in modern society. While security measures are typically to align LLMs with human values prior t…