ReasoningShield: Safety Detection over Reasoning Traces of Large Reasoning Models

arXiv:2505.17244 · cs.CL, cs.AI · Submitted 2025-05-22 · Read on arXiv

cs.CL, cs.AI

Submitted: 2025-05-22

Updated: 2026-10-09

Terminology

• Reasoning Traces — 4× in this paper · explained in 3 episodes
• Trace — 4× in this paper · explained in 2 episodes
• Benchmark — 2× in this paper · explained in 2 episodes
• Contrastive Learning — 1× in this paper · explained in 6 episodes
• Robustness — 1× in this paper · explained in 5 episodes
• Two-Stage Training Strategy — 1× in this paper · explained in 3 episodes
• Two-stage training — 1× in this paper · explained in 2 episodes

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