10. Chained Prompt Amplification
10. Chained Prompt Amplification
Attack: A series of small manipulations across chained prompts results in an unintended system-wide behavior. Example:- Stage 1: injects subtle bias
- Stage 2: amplifies
- Stage 3: acts based on false premise
- Monitor prompt flows holistically (not just per task)
- Use semantic diffing or anomaly detection between stages
- Enforce input/output bounds at each layer
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