一作ICLR 2026Poster· Social Aspects / Trustworthy Machine Learning
Disrupting Hierarchical Reasoning: Adversarial Protection for Geographic Privacy in Multimodal Reasoning Models
Jiaming Zhang · CHE WANG · Yang Cao · Longtao Huang · Wei Yang Bryan Lim
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Jiaming Zhang · CHE WANG · Yang Cao · Longtao Huang · Wei Yang Bryan Lim
Yifei Gao · Jiang Wu · Xiaoyi Chen · Yifan Yang · Zhe Cui · Tianyi Ma · Jiaming Zhang · Jitao Sang
Exploratory GUI testing is essential for software quality but suffers from high manual costs. While Multi-modal Large Language Model (MLLM) agents excel in navigation, they fail to autonomously discover defects due to two core challenges: Goal-Oriented Masking, where agents prioritize task comple...