Safer Reasoning Traces: Measuring and Mitigating Chain-of-Thought Leakage in LLMs

Patrick Ahrend, Tobias Eder, Xiyang Yang +2

Chain-of-Thought (CoT) prompting improves LLM reasoning but can increase privacy risk by resurfacing personally identifiable information (PII) from the prompt into reasoning traces…