[KongchangAI]
ConceptInstruction Detection

Instruction Detection

An AI agent security defense technique that identifies suspected imperative statements, privilege-escalation requests or anomalous exfiltration targets before retrieved content enters the model context. It typically combines rule matching with classification models and retains a human review channel.

Timeline (last 90 days)

Nov 6

Instruction detection means identifying suspected imperative statements, privilege-escalation requests or anomalous exfiltration targets before retrieved content enters the context, using a combination of rule matching and classification models, with a human review channel retained.

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Nov 6

Content source trust grading and instruction detection can only reduce risk, not eliminate it, and must be combined with least privilege and behavior monitoring to form defense in depth.

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Nov 6

Production defenses need to cover the post-retrieval stage, including instruction detection, permission restrictions and behavior monitoring.

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