Preprint
Aug 2026
EVADE: Evidence-Verified Agentic Diagnosis with Escape
This work introduces EVADE (Evidence-Verified Agentic Diagnosis with Escape), an inferential, non-training method that enhances the safety of deploying a single frozen VLM by verifying gate consistency across different image views rather than re-reading the model's own text.
Mohaimenul Azam Khan Raiaan, Nur Mohammad Fahad
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