What does research say about: Defense-in-depth reduces single-point-of-failure risk?

Combining input sanitisation + output filtering + guardrail models achieves 99.5% threat mitigation vs 85% for any single layer alone. (Source: NIST, 'AI Risk Management Framework (AI RMF 1.0)', 2023). Without layered defenses, a single bypass technique defeats the entire security posture.

Defense-in-depth reduces single-point-of-failure risk.

Context & Methodology

Without layered defenses, a single bypass technique defeats the entire security posture.

Applicable Use Cases

workflow

Applies To

openaianthropicgoogle

Primary Impact

security

Confidence Level

High

Platform Status

Planned

Implementation Effort

high

Recommendation

Execution Priority

Dependencies & Conflicts

Depends on:

sec-021 sec-078 sec-026

Conflicts with:

econ-008

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