most citedBrowseSafe: Understanding and Preventing Prompt Injection Within AI Browser Agents

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cs.CL2026

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

Kaiyuan Zhang, Chuan Wang, Joey Zhong +4

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 bef…