Meta-SecAlign
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Group B security-specialized model aligned against prompt injection/defense
Prior state-of-the-art guardrail/defensive model against prompt injection attacks, used as the comparison baseline (achieved 56.4% utility and 74.4% ASR on CyberSecEval2 vs ReasAlign's 94.6% utility and 3.6% ASR)
Chen et al., 2025c; DPO-fine-tuned LLM defense
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