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MIRAGE detects covert LLM data exfiltration via internal geometry

MIRAGE demonstrates that covert encoding by LLM agents — which evades output-side detection — leaves a consistent internal signature that can be monitored in real time, substantially improving detection accuracy over surface-level approaches.