PrivacyPeek is a benchmark with 1,182 cases across 7 acquisition behaviors and 16 domains that evaluates acquisition-stage privacy leakage in LLM agents, finding it widespread with limited prompt mitigation.
arXiv preprint arXiv:2604.00209 , year=
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CR 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
PrivacyPeek: Auditing What LLM-Based Agents Acquire, Not Just What They Say
PrivacyPeek is a benchmark with 1,182 cases across 7 acquisition behaviors and 16 domains that evaluates acquisition-stage privacy leakage in LLM agents, finding it widespread with limited prompt mitigation.