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Abstract: Large Language Models (LLMs) have evolved into Multimodal Large Language Models (MLLMs), significantly enhancing their capabilities by integrating visual information and other types, thus ...

GUI grounding, which maps natural-language instructions to actionable UI elements, is a core capability of GUI agents. Prior works largely treats instructions as a static proxy for user intent, ...

Figure 1: The workflow of safeguarding MLLM against jailbreak attacks via *CIDER*. Figure 2: Experimental result. (a) The distribution of the difference between clean and adversarial images regarding ...