[KongchangAI]
Conceptdefense in depth / 纵深防御

Defense in Depth

A classical cybersecurity defense principle that stacks multiple independent security mechanisms at different layers to avoid reliance on a single control point, ensuring that the failure of any single layer does not cause a complete security collapse. The principle is also applied to AI system security design.

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Oct 11

Placing complete reliance on a model's own refusal capability for AI safety is a flawed architectural approach; the refusal mechanism should be one layer within a multi-layered defense system.

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