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Author

Gaofeng Liu

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Preprint Aug 2026

EviSafe: Evidence-Grounded Safety Evaluation for Vision-Language Models

EviSafe is introduced, an evidence-grounded framework for VLM safety that jointly evaluates natural user-facing behavior, explicit grounding in textual and visual evidence, and behavioral sensitivity to counterfactual changes in safety-critical evidence.

Xuetong Li, Gaofeng Liu · 1 citation

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