Junxian Duan
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126
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Crypto×1NLP×1Vision×1
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2026
Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection
The paper introduces Semantic-level UI Element Injection, a novel red-teaming technique that overlays misleading UI elements onto screenshots to significantly improve the attack success rate against safety-aligned GUI agents.
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Papers
cs.CRcs.CLcs.CVRecentApr 9, 2026
Are GUI Agents Focused Enough? Automated Distraction via Semantic-level UI Element Injection
Wenkui Yang, Chao Jin, Haisu Zhu, Weilin Luo +6 more
The paper introduces Semantic-level UI Element Injection, a novel red-teaming technique that overlays misleading UI elements onto screenshots to significantly improve the attack success rate against s…
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