Equivalent meaning can be expressed in many forms, and hidden or transformed content may evade simple scanners.
PROMPT & CONTEXTAI SECURITY ENGINEERING
Know guardrail limitations
Keyword and pattern-based guardrails provide useful filtering but are not complete security boundaries.
A detector blocks a phrase but misses semantically equivalent wording from retrieved content.
Which security control should be explicit?
REMEMBERGuardrails reduce risk; they do not replace access control.
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