{"as_of":"2026-08-07T06:56:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c1378db333aae8aa91b31196be2deee5fed6271b9f01ef5d5c1089d487496f60","coverage":[{"denominator":12,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":12,"source":"paper_references, paper_reference_links","source_observed_at":"2026-06-29T07:02:14.881558Z","state":"measured"},{"denominator":12,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":12,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2605.29353/citation-record","integrity":"/paper/2605.29353/integrity","json":"/paper/2605.29353/citation-record.json","paper":"/paper/2605.29353"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Deepfakes and beyond: A survey of face manipulation and fake detection,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:36e240926ec6498516b16b6cb15ab4b6cae6195b394a2e70ce7bd8028b074325","observation_id":"b36650ce-03f0-453e-a767-fe76a7d56a15","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Faceforensics++: Learning to detect manipulated facial images,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:1ab0a862e42408a95126c89c4ed17ab2c2dd8f730a14c1e73ac249559515942e","observation_id":"5ab8bc15-dc1e-4251-8643-99953e2faad0","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Cnn- generated images are surprisingly easy to spot... for now,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:b4139ac48b152c1585009610903ffd1a56ee9c86dc4d03a8d05a484c7063e330","observation_id":"3053fff1-7e88-46e9-8855-d3d2d80ea2b3","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Efficientnet: Rethinking model scaling for convo- lutional neural networks,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:2ec2400ee171495dfc348cf00c20b463ac59d98f48ba073078cf61b0d23d0592","observation_id":"3b6aace3-8ee4-4e30-a03a-be672633620c","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Celeb-df: A large-scale challenging dataset for deepfake forensics,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:b41e71c37f6e6e771cd8168152d80439528b53e1248fa85b6a88fdf6de4d2340","observation_id":"7d5eaa69-42e5-42bd-a90a-1c17b7f779fa","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Asvspoof 2019: A large- scale public database of synthesized, converted and replayed speech,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:617003190534faa3c0198193d8eddbad33da3b14c5b1743f94aa30af52fcafeb","observation_id":"ad129c54-fa95-458f-876c-e72afe3e7931","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Ecapa-tdnn: Em- phasized channel attention, propagation and aggregation in tdnn based speaker verification,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:e3feef2c47b8f22927a81bdacadacbae31df12c766319914929646084c375ebc","observation_id":"4e27d906-2b52-42f9-9ff6-18267126746c","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Bitcoin: A peer-to-peer electronic cash system,","venue":null,"work_id":null,"year":2008},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:2f3242388cc8f5eb1225816f19ba05dc7253c876c82ad80774e66e5c26f76f89","observation_id":"d1125ca7-6da9-4e00-bd13-9e91333e31e1","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Large scale gan training for high fidelity natural image synthesis,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:a285ec53b0a69f6ca921f2e6ef629b858b54ce089a0de9803d0fac8d1e96689d","observation_id":"920a46c3-3ba4-4414-8794-77514fab985a","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Analyzing and improving the image quality of stylegan,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:6f52cc03ba35d5869c5cc985993109ed54c1d6e1b7a45fde30f8ac9d796114b9","observation_id":"8a497369-2c6f-4ecf-a30a-af84b1f833f1","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.08571","last_updated":"2023-06-24T08:41:47Z","snapshot_observed_at":"2026-08-07T00:33:05.384898Z","submitted_at":"2023-06-14T15:21:09Z","title":"GenImage: A Million-Scale Benchmark for Detecting AI-Generated Image","version":2},"cited_work":{"arxiv_id":"2306.08571","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2306.08571","snapshot_observed_at":"2026-07-02T02:06:26.594450Z","title":"2023 , url =","venue":null,"work_id":"51738439-9e73-4d51-bee8-35b27cf7bd09","year":2023},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"cited_paper":"/paper/2306.08571","citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:46504a437950a8be0ee580c6fcb587e657a6c2677095a9b20c83c44624cef3e4","observation_id":"713a5cdf-fb1a-4833-8edc-4387c65962dc","resolution":{"observed_at":"2026-06-29T07:03:12.703126Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-06-29T07:02:14.881558Z","title":"Squeeze-and-excitation networks,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-06-29T07:02:14.881558Z"},"links":{"citing_paper":"/paper/2605.29353"},"observation_digest":"sha256:d6ecec84715c436fbb1a6b6a42ccbb3329afe1d4f9492cd2618fc1f79946e38a","observation_id":"fbc013f5-3948-488a-bbff-62dbf6241dad","resolution":{"observed_at":"2026-06-29T07:02:14.881558Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2605.29353","last_updated":"2026-05-28T04:47:28Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-06T20:24:17.697249Z","submitted_at":"2026-05-28T04:47:28Z","title":"DeepFake Forensics AI: A Multi-Modal Detection and Blockchain-Anchored Evidence Management Platform"},"reference_resolution":{"displayed":12,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":11,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":12},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2605.29353."}