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security

Prompt Injection Defense Patterns

4 February 2026 · 1 min read

When users can talk to your AI, every utterance is a potential attack vector.

section

Defense Layers

Layer 1 — Input Classification: Lightweight classifier on every user turn. False positive rate: 0.03%.

Layer 2 — System Prompt Armoring: Delimiter tokens with instruction-tuned override resistance.

Layer 3 — Output Sandboxing: Safety classifier before TTS. Blocks unauthorized information disclosure.

Layer 4 — Behavioral Monitoring: Real-time conversation pattern analysis with human review triggers.

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