GCD tightens jailbreak detection with acceptance and refusal anchors and guarantees safe outputs by pre-injecting refusal tokens, cutting false positives 52% versus GradSafe while adding minimal latency.
The reliance on tailoredtemplatepromptsforspecifictasks, particu- larly in security and privacy, may limit generalizabil- ity
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Gradient-Controlled Decoding: A Safety Guardrail for LLMs with Dual-Anchor Steering
GCD tightens jailbreak detection with acceptance and refusal anchors and guarantees safe outputs by pre-injecting refusal tokens, cutting false positives 52% versus GradSafe while adding minimal latency.