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VLM safety

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VLM Typographic Prompt Injection: Embedding Distance Predicts Attack Success

New research reveals that multimodal embedding distance strongly predicts the success rate of typographic prompt injection attacks on Vision Language Models (VLMs).

Apr 30, 2026 7 min read Siegfried Kamgo

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VLM Typographic Prompt Injection: Embedding Distance Predicts Attack Success