pith. sign in

Integrity report for Federated Learning by Utility-Constrained Stochastic Aggregation for Improving Rational Participation

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

arXiv:2605.18020 · pith:2026:IOLPLXHUM6BCVQNLQOACR5ZFCI

0Critical
0Advisory
5Detectors run
2026-05-26Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact completed v1.0.0 · findings 0 · 2026-05-26 23:43:02.574957+00:00
claim_evidence completed v1.0.0 · findings 0 · 2026-05-25 18:43:53.635480+00:00
doi_title_agreement completed v1.0.0 · findings 0 · 2026-05-25 14:02:46.191206+00:00
doi_compliance completed v1.0.0 · findings 0 · 2026-05-25 13:58:01.401458+00:00
cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-23 03:52:55.994526+00:00

Findings

No public integrity findings for this paper.

Signed record

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