Integrity report for Landseer: Exploring the Machine Learning Defense Landscape

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

arXiv:2605.27148 · pith:2026:HZ5BKANV4TQJLKI3C67JESN735

0Critical

0Advisory

6Detectors run

2026-06-03Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 14:35:30.343642+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-01 09:47:16.439007+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-27 21:49:59.482778+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 07:50:19.839699+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 05:53:38.657147+00:00

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-05-27 02:34:12.239164+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/HZ5BKANV/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.