{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.25368","arxiv_id":"2607.25368","integrity":{"available":true,"endpoint":"/pith/2607.25368/integrity.json","summary":{"critical":0,"advisory":1,"informational":0,"by_detector":{"doi_compliance":{"total":1,"critical":0,"advisory":1,"informational":0}}},"clean":false,"detectors_run":[{"name":"ai_meta_artifact","version":"1.0.0","status":"skipped","ran_at":"2026-08-05T05:08:49.302261Z","findings_count":0},{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-08-04T05:38:45.532134Z","findings_count":0},{"name":"doi_compliance","version":"1.1.0","status":"completed","ran_at":"2026-08-04T03:29:30.215015Z","findings_count":1},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-08-03T09:28:25.280800Z","findings_count":0},{"name":"citation_quote_validity","version":"0.1.0","status":"skipped","ran_at":"2026-07-29T21:51:00.943293Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-07-29T19:51:16.657009Z","findings_count":0}],"findings":[{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/s10462-021-09976-0) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/s10462-021-09976-0","detected_arxiv_id":null,"ref_index":13,"audited_at":"2026-08-01T02:52:11.598020Z"}],"snapshot_sha256":"72443cb3f6fb51a7ebec60268ab9fea9a7a2664b35f4f8ffd18c2b0ac4b8701f"},"events":[{"event_id":14953,"event_type":"pith.integrity.v1","payload_sha256":"8cb5a809b2dfd9e3548088a2ffa56baeaf61cbf08577daae4e9f7cd44da13482","signature_b64":"hwF3N9xvQTVd7PXelclADAnSZMHCWdT3X7+4XDC3MZ5wxjZdDOK2PnMrpzuLG7wKvyV5tfyRWj+ovW1oRS/CAQ==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T02:56:15.856740+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/s10462-021-09976-0) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Zhang, Z. et al.: Artificial intelligence in cyber security: research advances, challenges, and opportunities. Artif. Intell. Rev. 55(2), 1029 –1053 (2022). https://doi.org/10.1007/s10462- 021-09976-0","arxiv_id":"2607.25368","detector":"doi_compliance","evidence":{"ref_index":13,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/s10462-","reconstructed_doi":"10.1007/s10462-021-09976-0"},"severity":"advisory","ref_index":13,"audited_at":"2026-08-01T02:52:11.598020Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/s10462-021-09976-0","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"220997ee95a9245274b8ae42194af34be990feb0f51a1e3860aef3afabd386e8","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.25368/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}