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cs.CR2025
Personalizing Agent Privacy Decisions via Logical Entailment
James Flemings, Ren Yi, Octavian Suciu +3
Personal large language model (LLM) agents increasingly perform tasks that require access to user data, raising concerns about appropriate data disclosure. We show that relying sol…
cs.CR2025
Private Continual Counting of Unbounded Streams
Ben Jacobsen, Kassem Fawaz
We study the problem of differentially private continual counting in the unbounded setting where the input size is not known in advance. Current state-of-the-art algorithms bas…