Integrity report for Caught in the Act(ivation): Toward Pre-Output and Multi-Turn Detection of Credential Exfiltration by LLM Agents

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2606.04141 · pith:2026:MSWZQPZAJVV4NXZVAFLIBOSMGS

0Critical

0Advisory

3Detectors run

2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 00:09:11.871758+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-04 00:35:37.119954+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-04 00:27:12.953677+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/MSWZQPZAJVV4NXZVAFLIBOSMGS/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.