{"as_of":"2026-08-16T06:35:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a337163d683ddd2e84d3c468db1b80c2be8ae8ce30cc27dd59269028127bcc6a","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":5,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":5,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-16T06:30:59.297886+00:00","state":"measured"},{"denominator":5,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":5,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T16:24:11.100947Z","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":"2026-06-28T19:12:35.061176Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training","version":1},"cited_work":{"arxiv_id":"2103.15476","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2103.15476","snapshot_observed_at":"2026-06-28T19:12:35.061176Z","title":"Zerograd: Mitigating and explaining catastrophic overfitting in fgsm adversarial training","venue":null,"work_id":"02482c21-a64b-467f-87fb-ad3de2e6615f","year":2021},"citing_paper":{"arxiv_id":"2505.02360","last_updated":"2026-05-16T12:36:31Z","snapshot_observed_at":"2026-08-16T02:10:27.699201Z","submitted_at":"2025-05-05T04:41:21Z","title":"Catastrophic Overfitting, Entropy Gap and Participation Ratio: A Noiseless $l^p$ Norm Solution for Fast Adversarial Training","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-22T16:49:11.735609Z"},"links":{"cited_paper":"/paper/2103.15476","citing_paper":"/paper/2505.02360"},"observation_digest":"sha256:153b6ec8a36d7a22ccdcbf6570c0451b66c4d4a2faf67a31835a9c35a579c6e9","observation_id":"ec2b0083-7339-44b9-92d3-2ae9ab7d2812","resolution":{"observed_at":"2026-05-22T16:51:48.061292Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2103.15476","snapshot_observed_at":"2026-08-06T16:24:11.100947Z","title":"Zerograd: Mitigating and explaining catastrophic overfitting in fgsm adversarial training","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2507.13727","last_updated":"2025-07-18T08:16:13Z","snapshot_observed_at":"2026-08-09T10:47:47.914748Z","submitted_at":"2025-07-18T08:16:13Z","title":"Adversarial Training Improves Generalization Under Distribution Shifts in Bioacoustics","version":1},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-06T16:24:11.100947Z"},"links":{"cited_paper":"/paper/2103.15476","citing_paper":"/paper/2507.13727"},"observation_digest":"sha256:3fe6a7e5573bc441016a25bf2e9a7077425d8ca9e42b962acda2ef95ac417766","observation_id":"d773e9c6-65b7-44c5-82cb-c28730653ef3","resolution":{"observed_at":"2026-08-06T16:24:11.100947Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training","version":1},"cited_work":{"arxiv_id":"2103.15476","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2103.15476","snapshot_observed_at":"2026-06-28T19:12:35.061176Z","title":"Zerograd: Mitigating and explaining catastrophic overfitting in fgsm adversarial training","venue":null,"work_id":"02482c21-a64b-467f-87fb-ad3de2e6615f","year":2021},"citing_paper":{"arxiv_id":"2604.24332","last_updated":"2026-04-27T11:23:18Z","snapshot_observed_at":"2026-08-12T17:06:18.398364Z","submitted_at":"2026-04-27T11:23:18Z","title":"Mitigating Error Amplification in Fast Adversarial Training","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-08T04:14:39.637818Z"},"links":{"cited_paper":"/paper/2103.15476","citing_paper":"/paper/2604.24332"},"observation_digest":"sha256:b99ecd568baaf44b2f96d44aeb90ca9b5959dabfde3dd19ebbe2140834fcd1b7","observation_id":"99289607-c73b-4eae-8017-3ab6ada1e7fb","resolution":{"observed_at":"2026-05-11T21:51:10.991333Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training","version":1},"cited_work":{"arxiv_id":"2103.15476","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2103.15476","snapshot_observed_at":"2026-06-28T19:12:35.061176Z","title":"Zerograd: Mitigating and explaining catastrophic overfitting in fgsm adversarial training","venue":null,"work_id":"02482c21-a64b-467f-87fb-ad3de2e6615f","year":2021},"citing_paper":{"arxiv_id":"2604.24350","last_updated":"2026-04-27T11:44:42Z","snapshot_observed_at":"2026-08-15T01:50:23.423768Z","submitted_at":"2026-04-27T11:44:42Z","title":"Unveiling the Backdoor Mechanism Hidden Behind Catastrophic Overfitting in Fast Adversarial Training","version":1},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-05-08T04:29:11.570861Z"},"links":{"cited_paper":"/paper/2103.15476","citing_paper":"/paper/2604.24350"},"observation_digest":"sha256:4957d8508ef94e98013b6663b77235149ddb2c0e2befba5248195467d78368cb","observation_id":"bb872aee-9926-4dfc-a843-9f59992286e7","resolution":{"observed_at":"2026-05-11T21:46:35.033585Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training","version":1},"cited_work":{"arxiv_id":"2103.15476","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2103.15476","snapshot_observed_at":"2026-06-28T19:12:35.061176Z","title":"Zerograd: Mitigating and explaining catastrophic overfitting in fgsm adversarial training","venue":null,"work_id":"02482c21-a64b-467f-87fb-ad3de2e6615f","year":2021},"citing_paper":{"arxiv_id":"2606.00738","last_updated":"2026-05-30T14:10:32Z","snapshot_observed_at":"2026-08-15T06:00:28.732574Z","submitted_at":"2026-05-30T14:10:32Z","title":"SORA: Free Second-Order Attacks in Fast Adversarial Training","version":1},"reference_index":23,"source":"arxiv_source","source_observed_at":"2026-06-28T19:05:06.136594Z"},"links":{"cited_paper":"/paper/2103.15476","citing_paper":"/paper/2606.00738"},"observation_digest":"sha256:5b77c51a916bb9b985051d5b132332e990cb61e3417e368cce4e1f1819561c6b","observation_id":"a5a1895f-3ca5-478e-84fa-2756f28a16fa","resolution":{"observed_at":"2026-06-28T19:12:35.062558Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2103.15476/citation-record","integrity":"/paper/2103.15476/integrity","json":"/paper/2103.15476/citation-record.json","paper":"/paper/2103.15476"},"outbound":[],"paper":{"arxiv_id":"2103.15476","last_updated":"2021-03-29T10:19:35Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-13T19:49:58.384745Z","submitted_at":"2021-03-29T10:19:35Z","title":"ZeroGrad : Mitigating and Explaining Catastrophic Overfitting in FGSM Adversarial Training"},"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":"2026-08-16T06:30:59.297886+00:00","source":"crossref"},{"observed_at":"2026-08-16T06:30:54.164669+00:00","source":"retraction_watch"}],"thesis":"As of 16 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2103.15476."}