pith. sign in

Integrity report for LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs

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

arXiv:2606.06286 · pith:2026:WSYXKACKAMZ554Q4DZ63CSSNTY

0Critical
0Advisory
5Detectors run
2026-06-05Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

shingle_duplication skipped v0.1.0 · findings 0 · 2026-06-05 17:50:35.077132+00:00
citation_quote_validity skipped v0.1.0 · findings 0 · 2026-06-05 05:51:14.350635+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-06-05 04:27:40.876543+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-06-05 01:49:13.243951+00:00
ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-05 01:35:49.462881+00:00

Findings

No public integrity findings for this paper.

Signed record

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