{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.18479","arxiv_id":"2607.18479","integrity":{"available":true,"endpoint":"/pith/2607.18479/integrity.json","summary":{"critical":1,"advisory":3,"informational":0,"by_detector":{"doi_compliance":{"total":4,"critical":1,"advisory":3,"informational":0}}},"clean":false,"detectors_run":[{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-08-03T22:08:59.992657Z","findings_count":0},{"name":"doi_compliance","version":"1.1.0","status":"completed","ran_at":"2026-08-03T15:51:07.432520Z","findings_count":4},{"name":"ai_meta_artifact","version":"1.0.0","status":"skipped","ran_at":"2026-07-29T08:11:50.016294Z","findings_count":0},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-07-28T17:53:14.617322Z","findings_count":0},{"name":"citation_quote_validity","version":"0.1.0","status":"skipped","ran_at":"2026-07-22T23:57:26.143935Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-07-22T15:22:24.153351Z","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 (10.1109/TSE.1987.232894) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/TSE.1987.232894","detected_arxiv_id":null,"ref_index":13,"audited_at":"2026-08-01T15:29:25.947973Z"},{"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 (10.1109/EISIC.2018.00009) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/EISIC.2018.00009","detected_arxiv_id":null,"ref_index":40,"audited_at":"2026-08-01T15:29:25.947973Z"},{"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 (10.1007/978-3-031-81481-5_11) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/978-3-031-81481-5_11","detected_arxiv_id":null,"ref_index":42,"audited_at":"2026-08-01T15:29:25.947973Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1016/j.neucom.2023' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","detected_doi":"10.1016/j.neucom.2023","detected_arxiv_id":null,"ref_index":308,"audited_at":"2026-08-01T15:29:25.947973Z"}],"snapshot_sha256":"59010e9eab517bf9feec292e1fcbc00ef48f9c49c24ae8c687ebb9f934310319"},"events":[{"event_id":16093,"event_type":"pith.integrity.v1","payload_sha256":"fd203a1eb308df1d95b9500d416acd98822218da57a5403d5409542f16013533","signature_b64":"AcwvCNVIDxmnx5cQJJwDk8VcHxm5yr5cq60Xy0xWvYQgUaKjEnlJU9TIwAVewY+xg+Z5OgVltUtmR+u1634RBg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T15:33:38.839658+00:00","payload":{"note":"Identifier '10.1016/j.neucom.2023' is syntactically valid but the DOI registry (doi.org) returned 404, and Crossref / OpenAlex / internal corpus also have no record. The cited work could not be located through any authoritative source.","snippet":"URL:https://www.sciencedirect.com/science/article/pii/ S0925231223003065, doi:https://doi.org/10.1016/j.neucom.2023. 03.056. 26","arxiv_id":"2607.18479","detector":"doi_compliance","evidence":{"doi":"10.1016/j.neucom.2023","arxiv_id":null,"ref_index":308,"raw_excerpt":"URL:https://www.sciencedirect.com/science/article/pii/ S0925231223003065, doi:https://doi.org/10.1016/j.neucom.2023. 03.056. 26","parse_status":"well_formed","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"],"resolution_status":"hard_miss"},"severity":"critical","ref_index":308,"audited_at":"2026-08-01T15:29:25.947973Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.neucom.2023","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"7bb329f2fd7f70d72b81957a15a24afbcb1a825845382ad0cba116765e09c0fb","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16092,"event_type":"pith.integrity.v1","payload_sha256":"7f791a8794678cc82edb6d1f69877d531ace30642db981002d308b9e9dbe278f","signature_b64":"3Pu/1OoJ94WwBVbk2v4lnCNCEgOl8oBUWlRwSuhwZnnf5TmYKd5uoffIfR9QOmPr+xNthP8YQQa/nGeT/k2ADA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T15:33:38.595411+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/978-3-031-81481-5_11) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Shaikh, M.S., 2025. Generative Adversarial Networks (GAN) In- sights for Cyber Security Applications. Springer Nature Switzer- land, Cham. URL:https://doi.org/10.1007/978-3-031-81481-5_ 11, doi:10.1007/978-3-031-81481-5_11","arxiv_id":"2607.18479","detector":"doi_compliance","evidence":{"ref_index":42,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/978-3-031-81481-5_","reconstructed_doi":"10.1007/978-3-031-81481-5_11"},"severity":"advisory","ref_index":42,"audited_at":"2026-08-01T15:29:25.947973Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/978-3-031-81481-5_11","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"a6c542bf891b61e7ab2a580014f2b4316bf00bb5b86a3d2ca24596e85d23d296","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16091,"event_type":"pith.integrity.v1","payload_sha256":"cb236938123adfd35a9041870bd5f4da095d029ddaba32b9d65e39b15e4818b9","signature_b64":"8LMDHDbUFwFbWWDOt7JAWUQu1DSio6Q6E+kc+Ss+HbvP6qcMOO4oXyN4vOPPI9g8bo97LSGtUgSo8asctRrTDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T15:33:38.253070+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/EISIC.2018.00009) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Price-Williams, M., Turcotte, M.J., Heard, N., 2018. Time of day anomaly detection, in: 2018 European Intelligence and Security Infor- matics Conference (EISIC), IEEE. pp. 1–6. doi:10.1109/EISIC.2018. 00009","arxiv_id":"2607.18479","detector":"doi_compliance","evidence":{"ref_index":40,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1109/eisic.2018","reconstructed_doi":"10.1109/EISIC.2018.00009"},"severity":"advisory","ref_index":40,"audited_at":"2026-08-01T15:29:25.947973Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/EISIC.2018.00009","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"5d51af14dec9f8c44d1abfd8695902faa019d19fd69336059b03149b788dfde8","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":16090,"event_type":"pith.integrity.v1","payload_sha256":"00bc6831c4250e7337489287b23b370d225a7c77f2d0edf15ffdffe7942ce94a","signature_b64":"dm3nE/eM5vpt9utbS76dzylI6B0d1UjqNRY/3rq5S78WMb+lm9491LAxVKbXMrAhSR90JJWohhvspP90zH4DDg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-08-01T15:33:37.930054+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TSE.1987.232894) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Denning, D.E., 1987. An intrusion-detection model. IEEE Transac- tions on Software Engineering SE-13, 222–232. doi:10.1109/TSE.1987. 232894","arxiv_id":"2607.18479","detector":"doi_compliance","evidence":{"ref_index":13,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1109/tse.1987","reconstructed_doi":"10.1109/TSE.1987.232894"},"severity":"advisory","ref_index":13,"audited_at":"2026-08-01T15:29:25.947973Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TSE.1987.232894","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"9c5a1c75b8228ff1fd527ff23a78cd703800d1eb27e1578d8f52a36ee93830b2","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}}],"endpoint_self":"/pith/2607.18479/integrity.json","protocol_url":"https://pith.science/pith-integrity-protocol"}