PII-TRACE: A Benchmark for Context-Aware PII Detection in Multi-Turn LLM Conversations.

arXiv:2609.22200v1 Announce Type: cross Abstract: LLM assistants and agentic systems log long multi-turn conversations. AI providers often scan these conversations for Personally Identifiable Information (PII) and mask the PII before storing or processing conv