arXiv1d ago

RiskWebWorld: A Realistic Interactive Benchmark for GUI Agents in E-commerce Risk Management

Renqi Chen, Zeyin Tao, Jianming Guo, Jing Wang, Zezhou Xu, Jingzhe Zhu, Qingqing Sun, Tianyi Zhang, Shuai Chen

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Analysis

Viral velocity

low

Implementation gapYES

Novelty6/10

Categorypaper

Topics

agentsguibenchmarkingsecurity

Opportunity Brief

Create an open-source evaluation suite simulating e-commerce risk environments for GUI agents. This allows developers to test their agents against adversarial risk management scenarios.

Suggested repo: riskBench

"Can your agent stop fraud? Stress-test GUI agents in realistic e-commerce risk scenarios."

Estimated effort: 100h