{"as_of":"2026-08-09T06:53:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:07e982b3d4290875c40c2cf9a07d78ee03a11d0b2da1226a7d0a91ad4caa2a9f","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":15,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":15,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+00:00","state":"measured"},{"denominator":15,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":15,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-08T20:00:16.425289Z","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":"2026-07-04T16:49:57.326700Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":"2104.10706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-07-04T16:49:57.326700Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":"bb9aa134-6980-4f19-9c8d-0c3185b73f89","year":2021},"citing_paper":{"arxiv_id":"2405.04108","last_updated":"2026-04-14T14:58:33Z","snapshot_observed_at":"2026-07-31T18:25:30.213651Z","submitted_at":"2024-05-07T08:24:50Z","title":"A2-DIDM: Privacy-preserving Accumulator-enabled Auditing for Distributed Identity of DNN Model","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-24T01:14:15.639199Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2405.04108"},"observation_digest":"sha256:d4a68abc2b1c6808177f7aa4a968df180a25a1c5e025904dbb6de6c6e72b4850","observation_id":"f3bbaf96-184e-4e06-8787-0b15d8bd053c","resolution":{"observed_at":"2026-05-24T01:15:54.324233Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-08T13:21:27.589617Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2502.07276","last_updated":"2025-02-11T05:42:21Z","snapshot_observed_at":"2026-08-09T04:40:55.467641Z","submitted_at":"2025-02-11T05:42:21Z","title":"Dataset Ownership Verification in Contrastive Pre-trained Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-08T13:21:27.589617Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2502.07276"},"observation_digest":"sha256:a3e734edc1419ca3636f4f7c6de411a5831bc9d64fae4c2e3e8cca17cb7e915f","observation_id":"f41ed96e-afaf-490f-b3b6-d3e85047ec92","resolution":{"observed_at":"2026-08-08T13:21:27.589617Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-08T06:06:17.561603Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.08211","last_updated":"2025-06-12T09:03:28Z","snapshot_observed_at":"2026-08-08T05:57:37.126588Z","submitted_at":"2025-02-12T08:40:57Z","title":"Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation","version":2},"reference_index":26,"source":"arxiv_source","source_observed_at":"2026-08-08T06:06:17.561603Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2502.08211"},"observation_digest":"sha256:9b0a2cac5c71b3a58ee12e3aa6ee0988f07bc09d08c8efd2fb286e0df204f2f7","observation_id":"17816435-7659-4e44-97ec-8696686b603a","resolution":{"observed_at":"2026-08-08T06:06:17.561603Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-07T19:57:45.251712Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2502.09974","last_updated":"2025-02-14T08:00:42Z","snapshot_observed_at":"2026-08-07T19:49:00.973991Z","submitted_at":"2025-02-14T08:00:42Z","title":"Has My System Prompt Been Used? Large Language Model Prompt Membership Inference","version":1},"reference_index":16,"source":"arxiv_source","source_observed_at":"2026-08-07T19:57:45.251712Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2502.09974"},"observation_digest":"sha256:3973573547ba8eb9cbe69f98536859a8e02c5560f28dbf61a38ac2fab230d537","observation_id":"cf76bd98-6da9-4cd7-a9fa-04cd8643fcaf","resolution":{"observed_at":"2026-08-07T19:57:45.251712Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-07T13:20:23.777814Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.22356","last_updated":"2025-05-28T13:37:04Z","snapshot_observed_at":"2026-08-08T23:15:24.525867Z","submitted_at":"2025-05-28T13:37:04Z","title":"Suitability Filter: A Statistical Framework for Classifier Evaluation in Real-World Deployment Settings","version":1},"reference_index":57,"source":"arxiv_source","source_observed_at":"2026-08-07T13:20:23.777814Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2505.22356"},"observation_digest":"sha256:f36b7b12c1525e7b30562d1b95e3b99f29f366140beae12ddd27437f835df95a","observation_id":"90184418-f9c2-43be-a068-131de67f3e7b","resolution":{"observed_at":"2026-08-07T13:20:23.777814Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-07T11:29:45.809923Z","title":"Dataset inference: Ownership resolution in machine learning.arXiv preprint arXiv:2104.10706, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.02362","last_updated":"2025-06-03T01:37:09Z","snapshot_observed_at":"2026-08-07T11:23:08.018863Z","submitted_at":"2025-06-03T01:37:09Z","title":"MISLEADER: Defending against Model Extraction with Ensembles of Distilled Models","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T11:29:45.809923Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2506.02362"},"observation_digest":"sha256:dc8953e8c527c16d9f9e5562b50997750a3fc5345a32c3685fc17dfebbe434d2","observation_id":"f0bec78b-5abf-4f04-b142-b25cbf44dff8","resolution":{"observed_at":"2026-08-07T11:29:45.809923Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-06T17:04:37.238849Z","title":"Dataset inference: Ownership resolution in machine learn- ing","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.12022","last_updated":"2025-07-16T08:30:30Z","snapshot_observed_at":"2026-08-08T06:59:23.614719Z","submitted_at":"2025-07-16T08:30:30Z","title":"Dataset Ownership Verification for Pre-trained Masked Models","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-06T17:04:37.238849Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2507.12022"},"observation_digest":"sha256:4c6a83da4ecf19d1791d31d8b1a99759e82b32373068b7c52de7c08edd43fbe5","observation_id":"acc3ec51-bf55-4f42-847a-7dbaad120c60","resolution":{"observed_at":"2026-08-06T17:04:37.238849Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-05T22:16:20.633994Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2508.14062","last_updated":"2025-08-10T10:26:55Z","snapshot_observed_at":"2026-08-08T18:54:48.596638Z","submitted_at":"2025-08-10T10:26:55Z","title":"Assessing and Mitigating Data Memorization Risks in Fine-Tuned Large Language Models","version":1},"reference_index":15,"source":"arxiv_source","source_observed_at":"2026-08-05T22:16:20.633994Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2508.14062"},"observation_digest":"sha256:2201538392bc63d2c61d775858409be930fa0be16919ba88657e58206605cc32","observation_id":"dede76d7-26b6-4159-91ab-c86865eb0284","resolution":{"observed_at":"2026-08-05T22:16:20.633994Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-05T18:12:37.487732Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2508.15031","last_updated":"2025-08-27T05:10:26Z","snapshot_observed_at":"2026-08-06T09:22:49.031430Z","submitted_at":"2025-08-20T19:49:59Z","title":"A Systematic Survey of Model Extraction Attacks and Defenses: State-of-the-Art and Perspectives","version":2},"reference_index":134,"source":"pdf_text","source_observed_at":"2026-08-05T18:12:37.487732Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2508.15031"},"observation_digest":"sha256:e71684c7c462a20bad708ca48c2a0d68e7fa550a677ac240acb4621667af187f","observation_id":"604e4496-e37e-4cab-9ee5-26fb5d0d574e","resolution":{"observed_at":"2026-08-05T18:12:37.487732Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-05T04:51:36.887823Z","title":null,"venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2509.05921","last_updated":"2025-09-07T04:35:08Z","snapshot_observed_at":"2026-08-09T04:40:27.464304Z","submitted_at":"2025-09-07T04:35:08Z","title":"Dataset Ownership in the Era of Large Language Models","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-05T04:51:36.887823Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2509.05921"},"observation_digest":"sha256:469f88546ac6afb272d0e5c4eb358266265c33bb11024446aa52145a3978ef74","observation_id":"c2a2d075-69ed-45b2-b58d-026cf424c446","resolution":{"observed_at":"2026-08-05T04:51:36.887823Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-04T11:23:16.938718Z","title":"Dataset inference: Ownership resolution in machine learning.arXiv preprint arXiv:2104.10706, 2021","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2510.05699","last_updated":"2026-05-25T05:56:04Z","snapshot_observed_at":"2026-08-08T08:58:40.480517Z","submitted_at":"2025-10-07T09:05:40Z","title":"Membership Inference Attacks on Tokenizers of Large Language Models","version":4},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-04T11:23:16.938718Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2510.05699"},"observation_digest":"sha256:06bbe11ad4c7108c4b8335e8bafeb8aa0529fb1416ca1d7ba33a4d546d30befe","observation_id":"4e79cc26-6e8e-4630-918c-6d305bfe0198","resolution":{"observed_at":"2026-08-04T11:23:16.938718Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":"2104.10706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-07-04T16:49:57.326700Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":"bb9aa134-6980-4f19-9c8d-0c3185b73f89","year":2021},"citing_paper":{"arxiv_id":"2605.27148","last_updated":"2026-06-01T21:00:09Z","snapshot_observed_at":"2026-07-06T23:36:53.330986Z","submitted_at":"2026-05-26T15:10:35Z","title":"Landseer: Exploring the Machine Learning Defense Landscape","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-06-29T17:27:29.241219Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2605.27148"},"observation_digest":"sha256:c340a604c477b31302083ec182b7111680997e6e45681920e8041425251c4f42","observation_id":"802b93c0-24e1-4a5f-949b-4f05380ba1a4","resolution":{"observed_at":"2026-06-29T17:33:45.383920Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":"2104.10706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-07-04T16:49:57.326700Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":"bb9aa134-6980-4f19-9c8d-0c3185b73f89","year":2021},"citing_paper":{"arxiv_id":"2606.24408","last_updated":"2026-06-23T10:45:11Z","snapshot_observed_at":"2026-08-08T13:03:12.984552Z","submitted_at":"2026-06-23T10:45:11Z","title":"Natural Identifiers for Privacy and Data Audits in Large Language Models","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-06-26T00:16:34.961376Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2606.24408"},"observation_digest":"sha256:98162ac5891526bfed37b9b7c826b01fac56fead50ee418a1cbd76c261cdabb2","observation_id":"1fd184e9-6ef7-4e9b-a2af-3f9cdaaebefb","resolution":{"observed_at":"2026-07-04T16:49:57.328270Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":"2104.10706","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-07-04T16:49:57.326700Z","title":"Dataset inference: Ownership resolution in machine learning","venue":null,"work_id":"bb9aa134-6980-4f19-9c8d-0c3185b73f89","year":2021},"citing_paper":{"arxiv_id":"2606.31991","last_updated":"2026-06-30T17:29:04Z","snapshot_observed_at":"2026-07-07T00:05:37.068846Z","submitted_at":"2026-06-30T17:29:04Z","title":"Amplifying Membership Signal Through Chained Regeneration","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-01T06:22:08.140403Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2606.31991"},"observation_digest":"sha256:e26d262865c0aa2f99ab3c13cf179860c5416cc524e826dc3641a0cbfd2acdfe","observation_id":"8370aef6-eb1c-46a0-bb7f-0c45facfb019","resolution":{"observed_at":"2026-07-01T09:45:39.291744Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.10706","snapshot_observed_at":"2026-08-08T20:00:16.425289Z","title":"Dataset inference: Ownership resolution in machine learning,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.04314","last_updated":"2026-08-05T00:46:50Z","snapshot_observed_at":"2026-08-09T05:23:40.725336Z","submitted_at":"2026-08-05T00:46:50Z","title":"Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle","version":1},"reference_index":154,"source":"pdf_text","source_observed_at":"2026-08-08T20:00:16.425289Z"},"links":{"cited_paper":"/paper/2104.10706","citing_paper":"/paper/2608.04314"},"observation_digest":"sha256:f490dbe096ae1ad1cefdde549f7b53f7b365905789ba3c80eed4b28cfaf693f3","observation_id":"9724a5fc-b01b-48bc-ad7d-8d2716bd15cf","resolution":{"observed_at":"2026-08-08T20:00:16.425289Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"links":{"evidence":"/evidence","html":"/paper/2104.10706/citation-record","integrity":"/paper/2104.10706/integrity","json":"/paper/2104.10706/citation-record.json","paper":"/paper/2104.10706"},"outbound":[],"paper":{"arxiv_id":"2104.10706","last_updated":"2021-04-21T18:12:18Z","latest_version":1,"primary_category":"stat.ML","snapshot_observed_at":"2026-08-06T05:28:32.913878Z","submitted_at":"2021-04-21T18:12:18Z","title":"Dataset Inference: Ownership Resolution in Machine Learning"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 15 inbound Pith citation observations for arXiv:2104.10706."}