SusBench: An Online Benchmark for Evaluating Dark Pattern Susceptibility of Computer-Use Agents
Jan 1, 2026·
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1 min read
Longjie Guo
Chenjie Yuan
Equal contribution
,Mingyuan Zhong
Equal contribution
,Robert Wolfe
Ruican Zhong
Yue Xu
Bingbing Wen
Hua Shen
Lucy Lu Wang
Alexis Hiniker
Abstract
We present SusBench, an online benchmark for evaluating how susceptible computer-use agents are to dark patterns, measuring the robustness and safety of agentic systems in realistic user interface environments.
Type
Publication
IUI 2026
SusBench is an online benchmark designed to measure how vulnerable computer-use agents are to dark patterns embedded in graphical user interfaces, providing a basis for evaluating and improving the safety of interactive agent systems.
