Shen Pang
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MMA-SafetyBench: A Benchmark for Multimodal Agent Safety Evaluation
A preprint presents MMA-SafetyBench, 1,083 adversarial trajectories testing whether forged interface elements, such as fake system alerts, pull multimodal agents off their authorized task. The authors report high attack success across nine models.