27 citations · 87 across the 22 of their papers we have counts for
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cs.CR2026
Contextualized Privacy Defense for LLM Agents
Yule Wen, Yanzhe Zhang, Jianxun Lian +3
LLM agents increasingly act on users' personal information, yet existing privacy defenses remain limited in both design and adaptability. Most prior approaches rely on static or pa…
cs.CR2025
Searching for Privacy Risks in LLM Agents via Simulation
Yanzhe Zhang, Diyi Yang
The widespread deployment of LLM-based agents is likely to introduce a critical privacy threat: malicious agents that proactively engage others in multi-turn interactions to extrac…