{"as_of":"2026-08-20T13:29:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:ab2cb4870c6eb7de4f19839e6cdd642f947c01f025860da2e7dfc681ef7b4aba","coverage":[{"denominator":53,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":53,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T19:11:35.397315Z","state":"measured"},{"denominator":54,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":54,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-20T06:33:59.587034+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-20T10:51:55.570220Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-05-20T10:53:13.235962Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"cited_work":{"arxiv_id":"2506.17592","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.17592","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"SELFI: Se- lective fusion of identity for generalizable deepfake detection","venue":null,"work_id":"32990df2-01c4-4a9e-814b-d9d926ec1c95","year":2025},"citing_paper":{"arxiv_id":"2605.18238","last_updated":"2026-05-18T11:32:12Z","snapshot_observed_at":"2026-08-17T01:00:50.431237Z","submitted_at":"2026-05-18T11:32:12Z","title":"Non-Colliding Biometric Identities for Digital Entities: Geometry, Capacity, and Million-Scale Virtual Identity Provisioning","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-20T10:51:55.570220Z"},"links":{"cited_paper":"/paper/2506.17592","citing_paper":"/paper/2605.18238"},"observation_digest":"sha256:a412049b266b98ef761ce13745f0bbc8ae7f97fedbab0111e46f02d19daf667c","observation_id":"ecc454d2-891d-4857-b4bd-5d31d73ecfe4","resolution":{"observed_at":"2026-05-20T10:53:13.237514Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.17592/citation-record","integrity":"/paper/2506.17592/integrity","json":"/paper/2506.17592/citation-record.json","paper":"/paper/2506.17592"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.215084Z","title":"Mesonet: a compact facial video forgery detection network","venue":null,"work_id":"12a63713-ff96-42f5-b0e2-34a64842b9fc","year":2018},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.159878Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:5007cb480ce8bf6d518c804af4d7dd02f1504757d6912fbf9ef124ce50dc5492","observation_id":"7a8b21ea-d3f1-4233-861d-3f11f8a2bbe2","resolution":{"observed_at":"2026-08-15T19:11:36.220293Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.199373Z","title":"Contributing data to deepfake detection research, 2019","venue":null,"work_id":"e0b9426a-bf58-473c-b3c7-8db84fdad34d","year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.165239Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:f60143de196f2d65058cc53233e2eec459627833ca94d861066e276f91888a0a","observation_id":"350aa3e2-920a-4519-a61b-58a3f7ac83b9","resolution":{"observed_at":"2026-08-15T19:11:36.204282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.183553Z","title":"End- to-end reconstruction-classification learning for face forgery detection","venue":null,"work_id":"9ece5f74-ba0f-488f-adfa-50079817918a","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.169934Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:c589c2ec27383306d166cefe1a61a303483e21bd9c675110531abe0d55870435","observation_id":"0fea33eb-56b0-48a3-aa97-9e2cba09da5b","resolution":{"observed_at":"2026-08-15T19:11:36.188946Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2411.11396","last_updated":"2025-03-28T06:14:46Z","snapshot_observed_at":"2026-08-19T17:07:52.042862Z","submitted_at":"2024-11-18T09:18:36Z","title":"Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection","version":3},"cited_work":{"arxiv_id":"2411.11396","doi":null,"metadata_source":"pith","pith_arxiv_id":"2411.11396","snapshot_observed_at":"2026-08-15T19:11:35.612087Z","title":"Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection","venue":"cs.CV","work_id":"997267c1-74e1-4d5a-8d50-cfb3f831d38d","year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.175173Z"},"links":{"cited_paper":"/paper/2411.11396","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:b826812db482c811a082491835482188b5cc19afc6c7511ab1b548b299207144","observation_id":"ba321c96-ee97-4238-9755-d7e91b599eaf","resolution":{"observed_at":"2026-08-15T19:11:35.617377Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2408.17052","last_updated":"2024-08-30T07:22:11Z","snapshot_observed_at":"2026-08-18T08:30:09.056747Z","submitted_at":"2024-08-30T07:22:11Z","title":"Can We Leave Deepfake Data Behind in Training Deepfake Detector?","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.17052","snapshot_observed_at":"2026-08-15T19:11:35.180374Z","title":"Can we leave deepfake data behind in training deepfake detector?arXiv preprint arXiv:2408.17052, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.180374Z"},"links":{"cited_paper":"/paper/2408.17052","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:5abb1c531ac467ebddc741d78b8034bc45ea29d9359cdc841b23981a7b7a0bc5","observation_id":"8ca5cab3-ec06-42b8-adbe-e08358212314","resolution":{"observed_at":"2026-08-15T19:11:35.180374Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.166941Z","title":"Ex- ploiting style latent flows for generalizing deepfake video detection","venue":null,"work_id":"3cac2f42-58ea-4dbd-89be-890b71e7ff14","year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.185363Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:3854145e704add5b452daa03d80945d4e1cc06a8feb010350648f163ac4e2e0e","observation_id":"148d14a1-0d41-4f44-aeb8-bfb07a05d615","resolution":{"observed_at":"2026-08-15T19:11:36.172549Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.190516Z","title":"Xception: Deep learning with depthwise separable convolutions","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.190516Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:c7d036c5b669d9c4fb3aff8dc67ec68b42a5688f7ff6ffdcec37e06570aa5749","observation_id":"671631cd-253a-4934-95f7-f1122e8904ae","resolution":{"observed_at":"2026-08-15T19:11:35.190516Z","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":"2026-08-15T19:11:35.195240Z","title":"On the detection of digital face manipulation","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.195240Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:56f702aa0f26ac5b725d6da59863f00332e52babdcea523128266ecebe1cb2be","observation_id":"c31b5468-696c-484b-81aa-551d91a0413a","resolution":{"observed_at":"2026-08-15T19:11:35.195240Z","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":"2026-08-15T19:11:35.199739Z","title":"Arcface: Additive angular margin loss for deep face recognition","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.199739Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:cf62696138fc632d7999dea85fc5f73c08b494429e2180b7812f47e01f702518","observation_id":"41b337b3-97bf-419d-9ef7-7cb25fbbdf01","resolution":{"observed_at":"2026-08-15T19:11:35.199739Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.120989Z","title":"Implicit identity leakage: The stumbling block to improving deepfake detection generalization","venue":null,"work_id":"6bfc6525-2ac8-4c0c-a395-98442cbfd148","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.204140Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:363834846d96ccf1582f7b9d26cabc14fcc386cc7b667c8c41dc8a3dc6d6e0e6","observation_id":"7f7f4984-a778-4ae6-927a-ec5bd7a1f750","resolution":{"observed_at":"2026-08-15T19:11:36.125987Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.105168Z","title":"Protecting celebrities from deepfake with identity consistency transformer","venue":null,"work_id":"a68d0ad0-9b93-49d3-a6f1-46e8a2bff8c5","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.208656Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:cfc0012e8869965e211a7c442d9d9123320b77d1b9adf18b9f6bf5b3c7d3f848","observation_id":"42cebb47-9dab-4aa4-a4e8-535e247b92de","resolution":{"observed_at":"2026-08-15T19:11:36.110394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.213290Z","title":"Watch your up-convolution: Cnn based generative deep neural networks are failing to reproduce spectral distributions","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.213290Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:a8d9a93b3c2664b051c851ca786a6d1ce8205a5b5b6830691441a944c5856643","observation_id":"b15554dc-b012-44f6-aa48-94b98763b697","resolution":{"observed_at":"2026-08-15T19:11:35.213290Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.080687Z","title":"Deepfakes: Faceswap","venue":null,"work_id":"18dbc4d4-a961-458a-8a92-0bb630b403a0","year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.217834Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:6f9ed5e6729f1a5bd384d112504394cdd855e24915bc357c4570e539a8e4f3bf","observation_id":"1821560c-50a9-4358-9a11-f6201318a6e8","resolution":{"observed_at":"2026-08-15T19:11:36.085180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.064727Z","title":"Exploiting fine- grained face forgery clues via progressive enhancement learning","venue":null,"work_id":"c78e70d0-7483-463e-92d8-dc30e52139e0","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.222111Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:3f1f2c4e2dc41f1b34896df3e34970b43ab470366aaab33be770e34eb0d475e9","observation_id":"0ed3d2f1-8eb9-426c-8272-812dd869237f","resolution":{"observed_at":"2026-08-15T19:11:36.069774Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.049268Z","title":"Hierarchical con- trastive inconsistency learning for deepfake video detection","venue":null,"work_id":"7eec3885-a88c-4c9a-a5fd-9311b1dd3ed2","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.226482Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:46aee8195c7bc962de54b5e4e2f8410b17dac3b0011687679f73f2aaf09e392b","observation_id":"a6424c7e-b6a8-4b98-9c50-5cb56331e7c1","resolution":{"observed_at":"2026-08-15T19:11:36.054249Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.032744Z","title":"Leveraging real talking faces via self-supervision for robust forgery detection","venue":null,"work_id":"81c8ac32-c964-4c53-a1e4-18a7a82df025","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.231063Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:c9b0ea2c005fad1ffc5272cba5b7e9530bf8430beec7abe7df6d14ba0d9e91c2","observation_id":"dc93156e-306e-47b5-9488-d4ac5a2a16a1","resolution":{"observed_at":"2026-08-15T19:11:36.038355Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.235318Z","title":"Lips don’t lie: A generalisable and robust approach to face forgery detection","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.235318Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:105d32cea4d210687fede01da5d0b005aa24c1a375ffbe3bae6616ad8228dc9d","observation_id":"76343e5f-01af-4bae-a282-4f9cbd7d7bc1","resolution":{"observed_at":"2026-08-15T19:11:35.235318Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:36.002373Z","title":"Implicit identity driven deepfake face swapping detection","venue":null,"work_id":"3b580bbc-b2c6-416b-a832-70065beb2b27","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.239781Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:b465b27ed15d73b7d737ea3dae4b595ca7971826dafc8419769ce8288bde04fc","observation_id":"f5d72a32-3d48-4ef1-9262-bd7de837f792","resolution":{"observed_at":"2026-08-15T19:11:36.007756Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.986586Z","title":"Deepfake detection challenge","venue":null,"work_id":"626fd5fe-6726-4073-a914-4ec82c4a6c03","year":2025},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.244295Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:c5637a4da28fa6da012017a3f9ba14c760f9a9b6c98ddbc06da430939aaa3b02","observation_id":"895aff50-ee34-46bb-aad1-83cd4c0eee26","resolution":{"observed_at":"2026-08-15T19:11:35.992170Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.970540Z","title":"Friday: Mitigating unintentional facial identity in deepfake detectors guided by facial recognizers","venue":null,"work_id":"fe60fe86-b668-4f09-a4ac-17b1805a2260","year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.249429Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:0c3461510fcaf08050b5da23ff1f25bd38da1f61b6bd042946a411fa573a22b2","observation_id":"18202042-2b41-4141-a570-dbeadb8042b4","resolution":{"observed_at":"2026-08-15T19:11:35.976374Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.956346Z","title":"Faceswap","venue":null,"work_id":"404f830e-2024-4e93-9b71-569603925ae8","year":2018},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.254040Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:907d4e83ebb2ddadbf75d0d31016b189a979ad147c65409b517425e22b7bd3ec","observation_id":"5dbb8f8f-2f13-4578-b1c7-2c45783a7a72","resolution":{"observed_at":"2026-08-15T19:11:35.960780Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2404.13872","last_updated":"2024-11-23T13:30:48Z","snapshot_observed_at":"2026-08-16T13:59:02.291507Z","submitted_at":"2024-04-22T04:41:42Z","title":"FreqBlender: Enhancing DeepFake Detection by Blending Frequency Knowledge","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2404.13872","snapshot_observed_at":"2026-08-15T19:11:35.258551Z","title":"Freqblender: En- hancing deepfake detection by blending frequency knowledge.arXiv preprint arXiv:2404.13872, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.258551Z"},"links":{"cited_paper":"/paper/2404.13872","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:007e82be0800b7025819fc22d1e0d81972d5e62f045f4df340004458b8f5db83","observation_id":"2825977e-da6c-462c-a0f5-4edceec6a923","resolution":{"observed_at":"2026-08-15T19:11:35.258551Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1912.13457","last_updated":"2020-09-15T07:43:58Z","snapshot_observed_at":"2026-08-16T00:16:10.436373Z","submitted_at":"2019-12-31T17:57:46Z","title":"FaceShifter: Towards High Fidelity And Occlusion Aware Face Swapping","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1912.13457","snapshot_observed_at":"2026-08-15T19:11:35.263265Z","title":"Faceshifter: Towards high fidelity and occlusion aware face swapping.arXiv preprint arXiv:1912.13457, 2019","venue":null,"work_id":null,"year":1912},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.263265Z"},"links":{"cited_paper":"/paper/1912.13457","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:1636d4fed9b0a9c6755dfa679ac95c030368b473d5ba615417ca08476cb7102c","observation_id":"da4c28c1-d590-4fa6-9833-4c0afc904af2","resolution":{"observed_at":"2026-08-15T19:11:35.263265Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.941425Z","title":"Face x-ray for more general face forgery detection","venue":null,"work_id":"02f7908d-3db0-4a80-a74f-0d69263505f3","year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.268076Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:bdffa110baa57cb8b1d459d3e1f425f830abca58351718f3dc4f110704566d1d","observation_id":"2192dec2-3691-4cf9-8f9b-ffd089892b5b","resolution":{"observed_at":"2026-08-15T19:11:35.946190Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1811.00656","last_updated":"2019-05-22T15:06:39Z","snapshot_observed_at":"2026-08-17T08:23:52.683845Z","submitted_at":"2018-11-01T22:13:55Z","title":"Exposing DeepFake Videos By Detecting Face Warping Artifacts","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1811.00656","snapshot_observed_at":"2026-08-15T19:11:35.272448Z","title":"Exposing deepfake videos by detecting face warping artifacts.arXiv preprint arXiv:1811.00656, 2018","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.272448Z"},"links":{"cited_paper":"/paper/1811.00656","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:85d029b60645353f4594a671900f60238c76bf984ca3f610afa8ce7e5ffe0e0d","observation_id":"2704fb32-8f2d-4f7f-8fa8-854505433bc8","resolution":{"observed_at":"2026-08-15T19:11:35.272448Z","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":"2026-08-15T19:11:35.277125Z","title":"Celeb-df: A large-scale challenging dataset for deepfake forensics","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.277125Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:25ff3d69081cc72289ab4b0987f16cd1d4ee17c5207bdf81992742c28b7210dd","observation_id":"2756cd63-160a-4724-907c-0e7efd80840f","resolution":{"observed_at":"2026-08-15T19:11:35.277125Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.917940Z","title":"Preserving fairness generalization in deepfake detection","venue":null,"work_id":"12c050a3-41b9-40fc-9058-4ca5f4f4043f","year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.281495Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:00cebe496b878d7673737e3a6373d506fd9f4c08120994215dfa4a120859bf8f","observation_id":"8a9eb261-c7a6-4056-b3d0-e132a7aff06d","resolution":{"observed_at":"2026-08-15T19:11:35.922591Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.286185Z","title":"Spatial-phase shallow learning: rethinking face forgery detection in frequency domain","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.286185Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:0f33eb3052e2a37b95c112daa483b490324f75125568e2bc479d6ee4b9266c7a","observation_id":"f7ebf029-efbc-4e48-a341-6e7adeb50a53","resolution":{"observed_at":"2026-08-15T19:11:35.286185Z","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":"2026-08-15T19:11:35.290517Z","title":"Generalizing face forgery detection with high-frequency features","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.290517Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:bd22d7740e850058b2963083e40cecafec946befd8ca2446e729c2edf3e37373","observation_id":"cafcda9c-bf3f-4919-9314-7433348a6e4d","resolution":{"observed_at":"2026-08-15T19:11:35.290517Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.884832Z","title":"Capsule-forensics: Using capsule networks to detect forged images and videos","venue":null,"work_id":"afb460aa-00a9-4375-b860-7267334c5911","year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.294731Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:75e4cdc0a2fa562e1523f9269ec8910ba2e9cb6c7f43ad8b5b2bcb87ebaa0f40","observation_id":"c13bd2da-8a20-451e-9a32-bafbedca28f1","resolution":{"observed_at":"2026-08-15T19:11:35.889782Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.870523Z","title":"Core: Consistent representation learning for face forgery detection","venue":null,"work_id":"a4302d10-ffc9-4025-9984-02a192d29308","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.299149Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:5baaf4f9e02ea23d003fdad76b72fd9c2f26d9074b9e86f1359a6a647f9c5399","observation_id":"0e96db92-2a21-452f-ab8f-9dd981504f71","resolution":{"observed_at":"2026-08-15T19:11:35.875176Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.856303Z","title":"Thinking in frequency: Face forgery detection by mining frequency-aware clues","venue":null,"work_id":"fe767bc8-62c5-455b-aba8-bdd1d24d4ace","year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.303376Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:9de0f1bb285c85494d777588214299177a416b7a966a60c30952431f71d4d6d0","observation_id":"163980f7-455f-4b3b-bae4-049210122af9","resolution":{"observed_at":"2026-08-15T19:11:35.860854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.307928Z","title":"Learning transferable visual models from natural language supervision","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.307928Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:ded3e97653ab1468224f91c5a8d4f4c23c5b4e86789293391641c248583fcde5","observation_id":"e1095200-1145-42be-9556-5ae7e5ea36b5","resolution":{"observed_at":"2026-08-15T19:11:35.307928Z","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":"2026-08-15T19:11:35.312203Z","title":"Faceforensics++: Learning to detect manipulated facial images","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.312203Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:8e1462257dd0651f8585ad1df2a1bc37bbf3221039d8af3dbc8d4d03ecabd9da","observation_id":"51e56b12-235a-41c9-a65f-efbd75dc520c","resolution":{"observed_at":"2026-08-15T19:11:35.312203Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.823092Z","title":"Detecting deepfakes with self-blended images","venue":null,"work_id":"db7f1592-4375-48b6-a031-04d66722deef","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.317111Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:84f6a0da7361948f109cf6d84da9468de3155db8882e036a8344dde2dd694751","observation_id":"b7b3eb98-3d12-4a2d-8627-d44af725a379","resolution":{"observed_at":"2026-08-15T19:11:35.828291Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.807870Z","title":"Dual contrastive learning for general face forgery detection","venue":null,"work_id":"8edbbc56-4f96-44ad-a1b4-52056b4ba8bc","year":2022},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.321687Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:915cf4c8eb80fac6d507f479f44a13ec8a6f79274a03e2b46b19844add4e7364","observation_id":"6c16fa03-48ee-4bd9-9d07-a140c931ce8f","resolution":{"observed_at":"2026-08-15T19:11:35.812792Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.326052Z","title":"Efficientnet: Rethinking model scaling for convolutional neural networks","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.326052Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:0276841a6489be9a9fbd3920707650918b2ab0b0a4e0d1ec4391faaed4778ba1","observation_id":"fe29f075-1483-4001-975f-cc5257b1f76e","resolution":{"observed_at":"2026-08-15T19:11:35.326052Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.783506Z","title":"Deferred neural rendering: Image synthesis using neural textures.Acm Transactions on Graphics (TOG), 38(4):1–12, 2019","venue":null,"work_id":"f597dc9b-f155-4d3f-ab5d-45b57c7e7ef6","year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.330335Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:483f1ab1f2ed1249f4d7ec40e1aa95f1a7eba62974c3517e6b87aa435784f871","observation_id":"ce409d35-5536-4b65-a2fc-79565ec4a6c2","resolution":{"observed_at":"2026-08-15T19:11:35.788750Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.335129Z","title":"Face2face: Real-time face capture and reenactment of rgb videos","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.335129Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:738f1782bfee8bcd03e78cd6320df4c73f189ba14d8cfde488dff4f550cac036","observation_id":"4e98aed7-56d4-4585-a6b8-5e897c755ffc","resolution":{"observed_at":"2026-08-15T19:11:35.335129Z","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":"2026-08-15T19:11:35.339602Z","title":"Cnn- generated images are surprisingly easy to spot","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.339602Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:8eedd2101dd6a3308715416c11d6460df7d46072d95b4b02587368a5e7e55539","observation_id":"87a75038-7aa5-4669-93f8-26199e59a4f7","resolution":{"observed_at":"2026-08-15T19:11:35.339602Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.749266Z","title":"Noise based deepfake detection via multi-head relative- interaction","venue":null,"work_id":"7bf40c97-d72e-47f3-8cdd-d9b263990381","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.343914Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:e7590b6bfe7e40f7c4829fa1fe6897f13fd7303634990656888a737bd0dea1a2","observation_id":"646ac2cc-edb4-4b3c-a70f-8deded0d7b26","resolution":{"observed_at":"2026-08-15T19:11:35.754092Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.733843Z","title":"Dynamic graph learning with content-guided spatial-frequency relation reasoning for deepfake detection","venue":null,"work_id":"916f372d-d350-4d2e-adec-0240d097ca58","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.348315Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:04cb4d8419469dcaf20dfa86a37481e2594360ba4a377820c6c630b74a22c647","observation_id":"2e205da3-618b-475d-909e-15e6b10770c2","resolution":{"observed_at":"2026-08-15T19:11:35.739021Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.718833Z","title":"Altfreezing for more general video face forgery detection","venue":null,"work_id":"13221deb-b4c8-41e9-a694-14f91ce65223","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.352731Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:923eaf17d8a61160a840999f83e1aeee8cb3b264a44e99b0bb614b6f8cc4ebe9","observation_id":"7b455b29-1995-433c-9660-29e570350a5b","resolution":{"observed_at":"2026-08-15T19:11:35.723995Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+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":"2026-08-15T19:11:35.357181Z","title":"Tall: Thumbnail layout for deepfake video detection","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.357181Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:02c8766bf228bb51e89b544667ec809eb24449d1719eb7cd2c779e90e76f5461","observation_id":"e293113a-ad9b-4c3c-9d84-5d7a3386ed19","resolution":{"observed_at":"2026-08-15T19:11:35.357181Z","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":"2026-08-15T19:11:35.361625Z","title":"Transcending forgery specificity with latent space augmentation for generalizable deepfake detection","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.361625Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:aded35912f7675a0945d4f8571ec2948370d1d6c19c8baf82ef00f72a3f44eee","observation_id":"6b8cbacc-0913-4cbd-96ef-4fab259b6ccc","resolution":{"observed_at":"2026-08-15T19:11:35.361625Z","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":"2026-08-15T19:11:35.366098Z","title":"Ucf: Uncovering common features for generalizable deepfake detection","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.366098Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:9cf437915313f60f0a15bd2c1f09557652af1fc3746053ae16063c40047e2233","observation_id":"c884c9fb-528d-4e22-b765-91125b340d88","resolution":{"observed_at":"2026-08-15T19:11:35.366098Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2307.01426","last_updated":"2023-10-28T10:05:52Z","snapshot_observed_at":"2026-08-20T08:18:18.767288Z","submitted_at":"2023-07-04T01:34:41Z","title":"DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2307.01426","snapshot_observed_at":"2026-08-15T19:11:35.370159Z","title":"Deepfakebench: A comprehensive benchmark of deepfake detection.arXiv preprint arXiv:2307.01426, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.370159Z"},"links":{"cited_paper":"/paper/2307.01426","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:55c03150206381825086762b6831f9c49c0b2621778e92d6e4cc459838c5e5f1","observation_id":"7ea44256-f28f-4bf6-b1d1-0b509391eb54","resolution":{"observed_at":"2026-08-15T19:11:35.370159Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2310.00359","last_updated":"2024-10-20T15:06:55Z","snapshot_observed_at":"2026-08-16T14:56:16.279204Z","submitted_at":"2023-09-30T12:30:25Z","title":"CrossDF: Improving Cross-Domain Deepfake Detection with Deep Information Decomposition","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.00359","snapshot_observed_at":"2026-08-15T19:11:35.375270Z","title":"Crossdf: Improving cross-domain deepfake detection with deep information decomposition","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.375270Z"},"links":{"cited_paper":"/paper/2310.00359","citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:5657c088d5e6688902a322f7e0d89d2c3781bf99ceab3584f70720fe9c3d2868","observation_id":"5692ac2d-f456-49bc-9901-73086ae54f6b","resolution":{"observed_at":"2026-08-15T19:11:35.375270Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.674492Z","title":"Exposing deep fakes using inconsistent head poses","venue":null,"work_id":"a9d22464-1a93-4543-b315-8de53888195d","year":2019},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.379798Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:b48a4745dc8b748fb934f9f519654ca96c7c7963f75a280dc5d1d14a43c073ea","observation_id":"f423fc37-fbdf-4b8e-a2d9-68fb708943be","resolution":{"observed_at":"2026-08-15T19:11:35.679343Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.659462Z","title":"Learning natural consistency representation for face forgery video detection","venue":null,"work_id":"31bd7c6e-524b-4aa9-93f7-eba8bc482d8f","year":2024},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.384284Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:904da3b62996c7196bf56f6bc5efb431d0b1d19fce8ad2beb79a1cd83710ce0e","observation_id":"6ba68006-ac7a-4222-9702-5f2f3f0448ae","resolution":{"observed_at":"2026-08-15T19:11:35.664249Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.643167Z","title":"Istvt: interpretable spatial-temporal video transformer for deepfake detection.IEEE Transactions on Information Forensics and Security, 18:1335–1348, 2023","venue":null,"work_id":"d2b57f50-1ac4-442d-b22b-a1a20ce71d08","year":2023},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.388545Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:132c31e2850d31ba905359a5482fcf420dfbca5942f0f3a49a260eaad3398c62","observation_id":"2007da21-1e1c-450b-985a-6ba9c10c5e9d","resolution":{"observed_at":"2026-08-15T19:11:35.648230Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.627755Z","title":"Multi-attentional deepfake detection","venue":null,"work_id":"ec30f47a-4c31-4492-afeb-da965cd7e570","year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.392769Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:2eb99ca9601ff724af1bea7d6a55aec63c1e4a8fa6c5e30df83831fbd2b40dff","observation_id":"496e9132-d2cd-4258-9276-beca7f2703d8","resolution":{"observed_at":"2026-08-15T19:11:35.632719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"5090.8460","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:11:35.491896Z","title":"Exploring temporal coherence for more general video face forgery detection","venue":null,"work_id":"85dabca5-624c-441f-84c5-27dea54570fc","year":2021},"citing_paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-15T19:11:35.397315Z"},"links":{"citing_paper":"/paper/2506.17592"},"observation_digest":"sha256:fb69a4da8d8683f080f7bd52b0067a5616a22c4b33a652f2f307d97bd0bc9d54","observation_id":"b90bba6f-cf34-4b8c-9d83-8bdf03dc7415","resolution":{"observed_at":"2026-08-15T19:11:35.502641Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.17592","last_updated":"2025-06-21T05:11:35Z","latest_version":1,"primary_category":"cs.CV","snapshot_observed_at":"2026-08-18T23:40:32.705807Z","submitted_at":"2025-06-21T05:11:35Z","title":"SELFI: Selective Fusion of Identity for Generalizable Deepfake Detection"},"reference_resolution":{"displayed":53,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":22,"verified_exact":2,"verified_fuzzy":29},"total_outbound_references":53},"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":"2026-08-20T06:33:59.587034+00:00","source":"crossref"},{"observed_at":"2026-08-20T06:33:54.927442+00:00","source":"retraction_watch"}],"thesis":"As of 20 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 1 inbound Pith citation observation for arXiv:2506.17592."}