{"schema":"https://pith.science/schemas/pith-integrity/v1.json","pith_number":"2607.10451","arxiv_id":"2607.10451","integrity":{"available":true,"endpoint":"/pith/2607.10451/integrity.json","summary":{"critical":5,"advisory":19,"informational":0,"by_detector":{"doi_compliance":{"total":24,"critical":5,"advisory":19,"informational":0}}},"clean":false,"detectors_run":[{"name":"doi_title_agreement","version":"1.0.0","status":"completed","ran_at":"2026-07-31T16:21:55.712887Z","findings_count":0},{"name":"doi_compliance","version":"1.1.0","status":"completed","ran_at":"2026-07-31T15:22:48.745626Z","findings_count":15},{"name":"ai_meta_artifact","version":"1.0.0","status":"completed","ran_at":"2026-07-21T07:55:22.438069Z","findings_count":0},{"name":"claim_evidence","version":"1.0.0","status":"completed","ran_at":"2026-07-17T18:45:51.495334Z","findings_count":0},{"name":"cited_work_retraction","version":"1.0.0","status":"completed","ran_at":"2026-07-15T19:51:37.097463Z","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 (10.1038/d41586-023-03423-6) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/d41586-023-03423-6","detected_arxiv_id":null,"ref_index":5,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.heliyon.2024.e25999 resolves to 'EEG-based identification system using deep neural networks with frequency features'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.heliyon.2024.e25999","detected_arxiv_id":null,"ref_index":62,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.neuroimage.2022.118970 resolves to 'Brain structure-function coupling provides signatures for task decoding and individual fingerprinting'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.neuroimage.2022.118970","detected_arxiv_id":null,"ref_index":67,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.neuron.2024.09.004 resolves to 'Beyond neural data: Cognitive biometrics and mental privacy'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.neuron.2024.09.004","detected_arxiv_id":null,"ref_index":68,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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 (10.1038/s41586-025-09466-1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41586-025-09466-1","detected_arxiv_id":null,"ref_index":77,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.tics.2016.12.008 resolves to 'Brain Oscillations and the Importance of Waveform Shape'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.tics.2016.12.008","detected_arxiv_id":null,"ref_index":89,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.mayocp.2011.12.008 resolves to 'Brain-Computer Interfaces in Medicine'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.mayocp.2011.12.008","detected_arxiv_id":null,"ref_index":111,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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/s10994-022-06177-w) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/s10994-022-06177-w","detected_arxiv_id":null,"ref_index":116,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.inffus.2024.102316 resolves to 'Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.inffus.2024.102316","detected_arxiv_id":null,"ref_index":123,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.tcs.2004.10.018 resolves to 'Verification of cryptographic protocols: tagging enforces termination'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.tcs.2004.10.018","detected_arxiv_id":null,"ref_index":135,"audited_at":"2026-07-29T13:52:20.927064Z"},{"detector":"doi_compliance","finding_type":"recoverable_identifier","severity":"advisory","verdict_class":"incontrovertible","note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.scico.2005.02.002 resolves to 'Computer-assisted verification of a protocol for certified email'. A reader following the printed text alone cannot reach it.","detected_doi":"10.1016/j.scico.2005.02.002","detected_arxiv_id":null,"ref_index":136,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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 (10.1007/978-3-319-10082-1_3) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1007/978-3-319-10082-1_3","detected_arxiv_id":null,"ref_index":139,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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/TPDS.2021.3064345) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1109/TPDS.2021.3064345","detected_arxiv_id":null,"ref_index":148,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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 (10.1038/s41467-023-38794-x) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41467-023-38794-x","detected_arxiv_id":null,"ref_index":152,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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 (10.1038/s41586-021-03506-2) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1038/s41586-021-03506-2","detected_arxiv_id":null,"ref_index":3,"audited_at":"2026-07-29T13:52:20.927064Z"},{"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 (10.48550/ARXIV.1712.07557.url:https://arxiv.org/abs/1712.07557.23) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.48550/ARXIV.1712.07557.url:https://arxiv.org/abs/1712.07557.23","detected_arxiv_id":null,"ref_index":149,"audited_at":"2026-07-14T11:39:46.742401Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.7554/elife.18554.url:http://dx.doi.org/10.7554/elife.18554' 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":"10.7554/elife.18554.url:http://dx.doi.org/10.7554/elife.18554","detected_arxiv_id":null,"ref_index":1,"audited_at":"2026-07-14T11:39:46.742401Z"},{"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 (10.1016/j.tics.2018.04.001.url:http://dx.doi.org/10.1016/j.tics.2018.04.001.16) was visible in the surrounding text but could not be confirmed against doi.org as printed.","detected_doi":"10.1016/j.tics.2018.04.001.url:http://dx.doi.org/10.1016/j.tics.2018.04.001.16","detected_arxiv_id":null,"ref_index":2,"audited_at":"2026-07-14T11:39:46.742401Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.3171/2009.4.focus0985.url:http://dx.doi.org/10.3171/2009.4.focus0985' 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":"10.3171/2009.4.focus0985.url:http://dx.doi.org/10.3171/2009.4.focus0985","detected_arxiv_id":null,"ref_index":7,"audited_at":"2026-07-14T11:39:46.742401Z"},{"detector":"doi_compliance","finding_type":"unresolvable_identifier","severity":"critical","verdict_class":"cross_source","note":"Identifier '10.1145/3427376.url:https://doi.org/10.1145/3427376' 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":"10.1145/3427376.url:https://doi.org/10.1145/3427376","detected_arxiv_id":null,"ref_index":20,"audited_at":"2026-07-14T11:39:46.742401Z"}],"snapshot_sha256":"e08354e248f327c083b3d25d6ab270c16c1c601031e62c4b8686d0a8b91627c0"},"events":[{"event_id":13689,"event_type":"pith.integrity.v1","payload_sha256":"ae7dbcf5b4084b04ff5e2b3d0aaf463b11d4dfa6ac230d3c4159d4e6d0a2a5c9","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.250177+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41467-023-38794-x) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Tao Qi et al. “Differentially private knowledge transfer for federated learning”. In:Nature Communications14.1 (June 2023).issn: 2041-1723.doi:10.1038/s41467- 023- 38794- x. url:http://dx.doi.org/10.1038/s41467-023-38794-x","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":152,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1038/s41467-","reconstructed_doi":"10.1038/s41467-023-38794-x"},"severity":"advisory","ref_index":152,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41467-023-38794-x","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"1cc1d43068858e4cea32b26fe3455bfb557631518ea2f6290ce6b46045a723d4","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13688,"event_type":"pith.integrity.v1","payload_sha256":"3f2e59e16343597b3e3bf9d0180cd9054135253a4d12358bff92d0eaf5f4b93f","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.244576+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/TPDS.2021.3064345) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Rui Han et al. “Accurate Differentially Private Deep Learning on the Edge”. In:IEEE Trans- actions on Parallel and Distributed Systems32.9 (2021), pp. 2231–2247.doi:10.1109/TPDS. 2021.3064345","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":148,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1109/tpds","reconstructed_doi":"10.1109/TPDS.2021.3064345"},"severity":"advisory","ref_index":148,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/TPDS.2021.3064345","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"cb76c49ec3fb32d0f4df89ff198ff059e78f9f5438c1c74577c5e25f43aa3c93","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13687,"event_type":"pith.integrity.v1","payload_sha256":"96d7d1bf5f952b9520a9414a5478a16b1c4ec57382380bddd937097919ef5e17","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.239028+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/978-3-319-10082-1_3) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Bruno Blanchet. “Automatic Verification of Security Protocols in the Symbolic Model: The Verifier ProVerif”. In:Foundations of Security Analysis and Design VII. Springer Interna- tional Publishing, 2014, pp. 54–87.isbn: 9783319100821.doi:10","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":139,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/978-3-319-10082-","reconstructed_doi":"10.1007/978-3-319-10082-1_3"},"severity":"advisory","ref_index":139,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/978-3-319-10082-1_3","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"19551615dce6af6eea6e2adbf5a0a4c2878787b51a5a859421751d7e39aeccdc","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13686,"event_type":"pith.integrity.v1","payload_sha256":"9ec66fe227a97c32007ffd7335d0296167649336e5185213c4eff0d550612f03","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.233428+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.scico.2005.02.002 resolves to 'Computer-assisted verification of a protocol for certified email'. A reader following the printed text alone cannot reach it.","snippet":"Mart´ ın Abadi and Bruno Blanchet. “Computer-assisted verification of a protocol for certified email”. In:Science of Computer Programming58.1-2 (2005).doi:10.1016/j.scico.2005. 02.002","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":136,"verdict_class":"incontrovertible","resolved_title":"Computer-assisted verification of a protocol for certified email","printed_excerpt":"10.1016/j.scico.2005","reconstructed_doi":"10.1016/j.scico.2005.02.002"},"severity":"advisory","ref_index":136,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.scico.2005.02.002","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"5d80c87cca47e6fd70b4757b164a31b29a329f876b2e15f10aec158a02c38649","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Computer-assisted verification of a protocol for certified email","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13685,"event_type":"pith.integrity.v1","payload_sha256":"8a1ef6a0d42e49765ff7bc741cd9241f0e36d43dc6d1fb61f1b6f7e62ad08d52","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.227659+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.tcs.2004.10.018 resolves to 'Verification of cryptographic protocols: tagging enforces termination'. A reader following the printed text alone cannot reach it.","snippet":"Bruno Blanchet and Andreas Podelski. “Verification of cryptographic protocols: tagging en- forces termination”. In:Theoretical Computer Science333.1-2 (2005).doi:10.1016/j.tcs. 2004.10.018","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":135,"verdict_class":"incontrovertible","resolved_title":"Verification of cryptographic protocols: tagging enforces termination","printed_excerpt":"10.1016/j.tcs","reconstructed_doi":"10.1016/j.tcs.2004.10.018"},"severity":"advisory","ref_index":135,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.tcs.2004.10.018","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"cf3afd62e4b0011d6c02a293868393e83bf1278c28c5b368a023485573b844ca","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Verification of cryptographic protocols: tagging enforces termination","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13684,"event_type":"pith.integrity.v1","payload_sha256":"4e77bc98b33a1106d5245ca3b3f8bceadfe13f9c0596374410b16101902fd5f8","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.221637+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.inffus.2024.102316 resolves to 'Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces'. A reader following the printed text alone cannot reach it.","snippet":"Lubin Meng et al. “Adversarial Filtering Based Evasion and Backdoor Attacks to EEG-Based Brain-Computer Interfaces”. In:Information Fusion107 (2024), p. 102316.doi:10.1016/j. inffus.2024.102316","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":123,"verdict_class":"incontrovertible","resolved_title":"Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces","printed_excerpt":"10.1016/j","reconstructed_doi":"10.1016/j.inffus.2024.102316"},"severity":"advisory","ref_index":123,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.inffus.2024.102316","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"5300259939d5c764a595cfc3972ff34efea6a674fbb05772ad25617b4b2c3413","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Adversarial filtering based evasion and backdoor attacks to EEG-based brain-computer interfaces","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13683,"event_type":"pith.integrity.v1","payload_sha256":"6f09cb327d7df35fbb0a32f77d3fccc9abe48024a2e8777baa62778fb7fd0454","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.216380+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1007/s10994-022-06177-w) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Lukasz Korycki and Bartosz Krawczyk. “Adversarial concept drift detection under poisoning attacks for robust data stream mining”. In:Machine Learning(2022).doi:10.1007/s10994- 022-06177-w","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":116,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1007/s10994-","reconstructed_doi":"10.1007/s10994-022-06177-w"},"severity":"advisory","ref_index":116,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1007/s10994-022-06177-w","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"40b28eb746a780595b7584eb5268695d3ff7ef5209c9e5f636b1461aaa86a471","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13682,"event_type":"pith.integrity.v1","payload_sha256":"f0f6f59539e57f2bacdd9b7673c13be9b9121651ca21566aa3fac925716769ab","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.211096+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.mayocp.2011.12.008 resolves to 'Brain-Computer Interfaces in Medicine'. A reader following the printed text alone cannot reach it.","snippet":"Jerry J. Shih, Dean J. Krusienski, and Jonathan R. Wolpaw. “Brain-Computer Interfaces in Medicine”. In:Mayo Clinic Proceedings87.3 (2012), pp. 268–279.doi:10.1016/j.mayocp. 2011.12.008","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":111,"verdict_class":"incontrovertible","resolved_title":"Brain-Computer Interfaces in Medicine","printed_excerpt":"10.1016/j.mayocp","reconstructed_doi":"10.1016/j.mayocp.2011.12.008"},"severity":"advisory","ref_index":111,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.mayocp.2011.12.008","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"3eb77c2089b6e772d29cca7fc022845a283321dd88e54633c3b9a8c41cfd11eb","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Brain-Computer Interfaces in Medicine","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13681,"event_type":"pith.integrity.v1","payload_sha256":"ae57fab143ac6ca7ce56bb2639c10377db6be4813763c03e00b734a97845fb35","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.205379+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.tics.2016.12.008 resolves to 'Brain Oscillations and the Importance of Waveform Shape'. A reader following the printed text alone cannot reach it.","snippet":"Scott R. Cole and Bradley Voytek. “Brain Oscillations and the Importance of Waveform Shape”. In:Trends in Cognitive Sciences21 (2017), pp. 137–149.doi:10.1016/j.tics. 2016.12.008","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":89,"verdict_class":"incontrovertible","resolved_title":"Brain Oscillations and the Importance of Waveform Shape","printed_excerpt":"10.1016/j.tics","reconstructed_doi":"10.1016/j.tics.2016.12.008"},"severity":"advisory","ref_index":89,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.tics.2016.12.008","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"d306d1038cc884b1890bbf2454e3ed12169f7ba7a6bc3b8ffde6e0ba4c0cf997","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Brain Oscillations and the Importance of Waveform Shape","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13680,"event_type":"pith.integrity.v1","payload_sha256":"de28311701f2888515ef8db70f5a52ff239c4f6c8408358550ebc7c3120f9bee","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.199596+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41586-025-09466-1) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Tamar Reitich-Stolero et al. “Rate and noise in human amygdala drive increased exploration in aversive learning”. In:Nature646.8086 (Aug. 2025), pp. 883–892.doi:10.1038/s41586- 025-09466-1","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":77,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1038/s41586-","reconstructed_doi":"10.1038/s41586-025-09466-1"},"severity":"advisory","ref_index":77,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41586-025-09466-1","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"e71f54c2590bb61abd607e0f0612bf63fbe4c970808c8af4a7fede8c761ebe6c","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13679,"event_type":"pith.integrity.v1","payload_sha256":"527d5e1b51274202a7cdb7fec35672e7232ed58cdf3617d0655251e0f183a983","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.130428+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.neuron.2024.09.004 resolves to 'Beyond neural data: Cognitive biometrics and mental privacy'. A reader following the printed text alone cannot reach it.","snippet":"Patrick Magee, Marcello Ienca, and Nita Farahany. “Beyond neural data: Cognitive biometrics and mental privacy”. In:Neuron112.18 (2024), pp. 3017–3028.doi:10.1016/j.neuron. 2024.09.004","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":68,"verdict_class":"incontrovertible","resolved_title":"Beyond neural data: Cognitive biometrics and mental privacy","printed_excerpt":"10.1016/j.neuron","reconstructed_doi":"10.1016/j.neuron.2024.09.004"},"severity":"advisory","ref_index":68,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.neuron.2024.09.004","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"6990531fd40a144124172d7f6fd6ddf51fdcf4ada2828501611064042c585e30","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Beyond neural data: Cognitive biometrics and mental privacy","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13678,"event_type":"pith.integrity.v1","payload_sha256":"f2473b73b233037c13a130bd147988c71b46de1ea5375c72eed9e0ff41ab856b","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:24.005523+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.neuroimage.2022.118970 resolves to 'Brain structure-function coupling provides signatures for task decoding and individual fingerprinting'. A reader following the printed text alone cannot reach it.","snippet":"Alessandra Griffa et al. “Brain structure-function coupling provides signatures for task de- coding and individual fingerprinting”. In:NeuroImage(2022).doi:10.1016/j.neuroimage. 2022.118970","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":67,"verdict_class":"incontrovertible","resolved_title":"Brain structure-function coupling provides signatures for task decoding and individual fingerprinting","printed_excerpt":"10.1016/j.neuroimage","reconstructed_doi":"10.1016/j.neuroimage.2022.118970"},"severity":"advisory","ref_index":67,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.neuroimage.2022.118970","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"4eb57d44128081b27507418404b69008a753832767bea377764271a97392cc4f","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"Brain structure-function coupling provides signatures for task decoding and individual fingerprinting","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13677,"event_type":"pith.integrity.v1","payload_sha256":"157bae9595872a7d7053a7cce9bf82868082a3bb3c3b05a389d365ea4c27be3e","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:23.916417+00:00","payload":{"note":"DOI is split by whitespace or line breaks in the printed bibliography. Reconstructed DOI 10.1016/j.heliyon.2024.e25999 resolves to 'EEG-based identification system using deep neural networks with frequency features'. A reader following the printed text alone cannot reach it.","snippet":"Yasaman Akbarnia and Mohammad Reza Daliri. “EEG-based identification system using deep neural networks with frequency features”. In:Heliyon(2024).doi:10.1016/j.heliyon. 2024.e25999","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":62,"verdict_class":"incontrovertible","resolved_title":"EEG-based identification system using deep neural networks with frequency features","printed_excerpt":"10.1016/j.heliyon","reconstructed_doi":"10.1016/j.heliyon.2024.e25999"},"severity":"advisory","ref_index":62,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1016/j.heliyon.2024.e25999","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"0212d45e03524daa650adfb7cdbf7617556a427358eb1ade77468c4da21403d3","paper_version":1,"verdict_class":"incontrovertible","resolved_title":"EEG-based identification system using deep neural networks with frequency features","detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13676,"event_type":"pith.integrity.v1","payload_sha256":"ca0a60e253f8809bc72a40cc85449301a0d850c3641776dadd0fc7076c4f4297","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:23.812367+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/d41586-023-03423-6) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Liam Drew. “The rise of brain-reading technology: what you need to know”. In:Nature 623.7986 (Nov. 2023), pp. 241–243.issn: 1476-4687.doi:10.1038/d41586- 023- 03423- 6. url:http://dx.doi.org/10.1038/d41586-023-03423-6","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":5,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1038/d41586-","reconstructed_doi":"10.1038/d41586-023-03423-6"},"severity":"advisory","ref_index":5,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/d41586-023-03423-6","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"ae577c6fce101972b0bc39a58d379792706816aa20c91ea7131bfcf495c43361","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13675,"event_type":"pith.integrity.v1","payload_sha256":"016472d9b6606763475cb326063cbaedc0afe1909f3b539aa4edbb1ee67ce4e2","signature_b64":null,"signing_key_id":null,"created_at":"2026-07-29T13:56:23.713104+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/s41586-021-03506-2) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Francis R. Willett et al. “High-performance brain-to-text communication via handwriting”. In:Nature593.7858 (May 2021), pp. 249–254.issn: 1476-4687.doi:10.1038/s41586-021- 03506-2.url:http://dx.doi.org/10.1038/s41586-021-03506-2","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":3,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"10.1038/s41586-021-","reconstructed_doi":"10.1038/s41586-021-03506-2"},"severity":"advisory","ref_index":3,"audited_at":"2026-07-29T13:52:20.927064Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/s41586-021-03506-2","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"64738f17642a8a18a44590bec9cb3f90de058ebdd57fa6c9f49380ba95f4b640","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.1.0","detected_arxiv_id":null}},{"event_id":13316,"event_type":"pith.integrity.v1","payload_sha256":"d86edbeb77d08589526b25e11a84b99792c6b3b2887765937c11b2ad688ea9f7","signature_b64":"xFSAaG2iLslGwntA5kB+A/KRERa5uYO19RajZpIF8SWS1DOXDXTWO0QsnntYscjKqxSgr7waeuv2zdzUtBdLAg==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-14T11:41:09.638624+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.48550/ARXIV.1712.07557.url:https://arxiv.org/abs/1712.07557.23) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Robin C. Geyer, Tassilo Klein, and Moin Nabi.Differentially Private Federated Learning: A Client Level Perspective. 2017.doi:10.48550/ARXIV.1712.07557.url:https://arxiv. org/abs/1712.07557. 23","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":149,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Robin C. Geyer, Tassilo Klein, and Moin Nabi.Differentially Private Federated Learning: A Client Level Perspective. 2017.doi:10.48550/ARXIV.1712.07557.url:https://arxiv. org/abs/1712.07557. 23","reconstructed_doi":"10.48550/ARXIV.1712.07557.url:https://arxiv.org/abs/1712.07557.23"},"severity":"advisory","ref_index":149,"audited_at":"2026-07-14T11:39:46.742401Z","event_type":"pith.integrity.v1","detected_doi":"10.48550/ARXIV.1712.07557.url:https://arxiv.org/abs/1712.07557.23","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"ec152bfc52625370db4d3bcfdaeb9a3a6258f7abda03ef0e6d6c5544449cab9a","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":13315,"event_type":"pith.integrity.v1","payload_sha256":"2db767929b8ae0b40f77e36a63a3304c3c228edc23f634bd626aec81fffe5970","signature_b64":"QQkmUS5R9eFlOnK3UehAKykte6C7v+a+vK7nalGlTq+Mf045keRxNtvLK/c4FFrAa8UVDBklKikmaVzn2JQJAA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-14T11:41:09.636223+00:00","payload":{"note":"Identifier '10.1145/2976749.2978318.url:https://doi.org/10.1145/2976749.2978318' 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":"Martin Abadi et al. “Deep Learning with Differential Privacy”. In:Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security. CCS ’16. Vienna, Austria: Association for Computing Machinery, 2016, pp. 308–318.isbn: ","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"doi":"10.1145/2976749.2978318.url:https://doi.org/10.1145/2976749.2978318","arxiv_id":null,"ref_index":144,"raw_excerpt":"Martin Abadi et al. “Deep Learning with Differential Privacy”. In:Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security. CCS ’16. Vienna, Austria: Association for Computing Machinery, 2016, pp. 308–318.isbn: 9781450341394. doi:10.1145/2976749.2978318.url:https://doi.org/10.1145/2976749.2978318","verdict_class":"cross_source","checked_sources":["crossref_by_doi","openalex_by_doi","doi_org_head"]},"severity":"critical","ref_index":144,"audited_at":"2026-07-14T11:39:46.742401Z","event_type":"pith.integrity.v1","detected_doi":"10.1145/2976749.2978318.url:https://doi.org/10.1145/2976749.2978318","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"unresolvable_identifier","evidence_hash":"c42b46cead27aa410bb459e6ea02d5ba263abc0f04d0f1efe9e6b3d72a72aa9f","paper_version":1,"verdict_class":"cross_source","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":13314,"event_type":"pith.integrity.v1","payload_sha256":"599621c5b0a3b3f19efe6c96696b769116ab9e39b3c19eb73b8060d08888d186","signature_b64":"cMkkgWZjNWJq5o5Go27qUCLUMNLDQxkEdlbym3PF/Ks6r5ZVXBS0hXyf9NJXbkRDGTVSTBqzUlk1pV7aJgbKBA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-14T11:41:09.633900+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1109/SP.2017.41.22) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Reza Shokri et al. “Membership Inference Attacks Against Machine Learning Models”. In: 2017 IEEE Symposium on Security and Privacy (SP). 2017, pp. 3–18.doi:10.1109/SP. 2017.41. 22","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":130,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Reza Shokri et al. “Membership Inference Attacks Against Machine Learning Models”. In: 2017 IEEE Symposium on Security and Privacy (SP). 2017, pp. 3–18.doi:10.1109/SP. 2017.41. 22","reconstructed_doi":"10.1109/SP.2017.41.22"},"severity":"advisory","ref_index":130,"audited_at":"2026-07-14T11:39:46.742401Z","event_type":"pith.integrity.v1","detected_doi":"10.1109/SP.2017.41.22","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"abae80f87c8268197a4c20b18ed2542be50355ae75fb70ecef181a079870e493","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":13313,"event_type":"pith.integrity.v1","payload_sha256":"c6c8f3ca21d9fe6d4f2f45a3b3a7d61e16bcf95809879ecd3bfd36ac118b1be9","signature_b64":"nJgwO5HcG60DwWOuGeYReOSafxSaArPhD9gAi6RYRY0pI3FIyRqvCJLobBnufLLMc5hG/eAXcn/NwjaihHwcDA==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-14T11:41:09.631713+00:00","payload":{"note":"DOI in the printed bibliography is fragmented by whitespace or line breaks. A longer candidate (10.1038/nbt.4240.url:http://dx.doi.org/10.1038/nbt.4240.17) was visible in the surrounding text but could not be confirmed against doi.org as printed.","snippet":"Marcello Ienca, Pim Haselager, and Ezekiel J Emanuel. “Brain leaks and consumer neu- rotechnology”. In:Nature Biotechnology36.9 (Oct. 2018), pp. 805–810.issn: 1546-1696.doi: 10.1038/nbt.4240.url:http://dx.doi.org/10.1038/nbt.4240. 17","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"ref_index":23,"verdict_class":"incontrovertible","resolved_title":null,"printed_excerpt":"Marcello Ienca, Pim Haselager, and Ezekiel J Emanuel. “Brain leaks and consumer neu- rotechnology”. In:Nature Biotechnology36.9 (Oct. 2018), pp. 805–810.issn: 1546-1696.doi: 10.1038/nbt.4240.url:http://dx.doi.org/10.1038/nbt.4240. 17","reconstructed_doi":"10.1038/nbt.4240.url:http://dx.doi.org/10.1038/nbt.4240.17"},"severity":"advisory","ref_index":23,"audited_at":"2026-07-14T11:39:46.742401Z","event_type":"pith.integrity.v1","detected_doi":"10.1038/nbt.4240.url:http://dx.doi.org/10.1038/nbt.4240.17","detector_url":"https://pith.science/pith-integrity-protocol#doi_compliance","external_url":null,"finding_type":"recoverable_identifier","evidence_hash":"c58b102e80f76ef410f802b3fadb6462ad7c3de25d9497ec258698b6008aa397","paper_version":1,"verdict_class":"incontrovertible","resolved_title":null,"detector_version":"1.0.0","detected_arxiv_id":null}},{"event_id":13312,"event_type":"pith.integrity.v1","payload_sha256":"0cf254b8f5dcff9b090a9be4f0c89b6e729a2a196df0828c4c7ed358b635d0c4","signature_b64":"e2yi3/Q3+Wg/DepryqgLzKd1/qIfWVSFPy0YhstmV4urkoAOVG1u7OQfZssKaLwKou+yQd2I419a//J+isp5Cw==","signing_key_id":"pith-v1-2026-05","created_at":"2026-07-14T11:41:09.629277+00:00","payload":{"note":"Identifier '10.1145/3427376.url:https://doi.org/10.1145/3427376' 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":"Sergio L´ opez Bernal et al. “Security in Brain-Computer Interfaces: State-of-the-Art, Oppor- tunities, and Future Challenges”. In:ACM Comput. Surv.54.1 (Jan. 2021).issn: 0360-0300. doi:10.1145/3427376.url:https://doi.org/10.1145/3427376","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"doi":"10.1145/3427376.url:https://doi.org/10.1145/3427376","arxiv_id":null,"ref_index":20,"raw_excerpt":"Sergio L´ opez Bernal et al. “Security in Brain-Computer Interfaces: State-of-the-Art, Oppor- tunities, and Future Challenges”. In:ACM Comput. 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The cited work could not be located through any authoritative source.","snippet":"Ofir Landau, Rami Puzis, and Nir Nissim. “Mind Your Mind: EEG-Based Brain-Computer Interfaces and Their Security in Cyber Space”. In:ACM Comput. Surv.53.1 (Feb. 2020). issn: 0360-0300.doi:10.1145/3372043.url:https://doi.org/10.1145/3372043","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"doi":"10.1145/3372043.url:https://doi.org/10.1145/3372043","arxiv_id":null,"ref_index":8,"raw_excerpt":"Ofir Landau, Rami Puzis, and Nir Nissim. “Mind Your Mind: EEG-Based Brain-Computer Interfaces and Their Security in Cyber Space”. In:ACM Comput. 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The cited work could not be located through any authoritative source.","snippet":"Chethan Pandarinath et al. “High performance communication by people with paralysis using an intracortical brain-computer interface”. In:eLife6 (Feb. 2017).issn: 2050-084X.doi: 10.7554/elife.18554.url:http://dx.doi.org/10.7554/eLife.18554","arxiv_id":"2607.10451","detector":"doi_compliance","evidence":{"doi":"10.7554/elife.18554.url:http://dx.doi.org/10.7554/elife.18554","arxiv_id":null,"ref_index":1,"raw_excerpt":"Chethan Pandarinath et al. “High performance communication by people with paralysis using an intracortical brain-computer interface”. 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