Naen Xu

Zhejiang University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Multimodal Models (1)Red-Teaming & Adversarial Robustness (1)

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Shuo Shi (1)Rui Yin (1)Chunyi Zhou (1)Tianyu Du (1)

Papers (1)

Aug 2, 2026

3w ago·also OPPO, School of Software Technology

The Boy Who Cried Wolf: Adversarial Misclassification of Safe Inputs as Unsafe in Multimodal Guardrails

Adversaries can exploit multimodal guardrails to misclassify safe inputs as unsafe, achieving an alarming 84% success rate in disrupting service availability.

Shuo Shi, Rui Yin, Naen Xu +5

Multimodal Models Red-Teaming & Adversarial Robustness

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Naen Xu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)