Yilin Zhang
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126
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2026
Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces
The paper proposes DUDE, a two-stage framework that significantly reduces the susceptibility of web agents to deceptive user interfaces by integrating deception detection into the agent's learning process.
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Papers
cs.AIcs.CRRecentMay 10, 2026
Don't Click That: Teaching Web Agents to Resist Deceptive Interfaces
Yilin Zhang, Yingkai Hua, Chunyu Wei, Xin Wang +1 more
The paper proposes DUDE, a two-stage framework that significantly reduces the susceptibility of web agents to deceptive user interfaces by integrating deception detection into the agent's learning pro…
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