{"as_of":"2026-08-15T07:49:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:c379b2b2fe92f4dde48c594d4ad3ca8413e83b8459cf9d71398837ad774708e4","coverage":[{"denominator":42,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":42,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T10:32:29.493622Z","state":"measured"},{"denominator":42,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":42,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-15T06:32:42.880941+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2506.04987/citation-record","integrity":"/paper/2506.04987/integrity","json":"/paper/2506.04987/citation-record.json","paper":"/paper/2506.04987"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:32:30.924026Z","title":"In: Cybersecurity Systems for Hu- man Cognition Augmentation, Advances in Information Security, vol","venue":null,"work_id":"8adfbf5c-40e9-46d2-a21e-48bfe58a9713","year":null},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.369148Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:1d91e60381285dec583df7b7f188c681765bd00406e654d227d5fa47182100ac","observation_id":"d6890629-cf98-402b-a9d4-7f4ecada1735","resolution":{"observed_at":"2026-08-07T10:32:30.927579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.375469Z","title":"In: 2017 19th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.375469Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:48f0ebcb27a9ff8a518bf14c2b2a66d8362f5e5fc033bbad8d049d77061f688b","observation_id":"304ce024-f97e-4375-bb20-6f07cf1137cd","resolution":{"observed_at":"2026-08-07T10:32:29.375469Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-07T10:32:29.378888Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.378888Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:faed0aff8140170a1e259f3f838489b8f8d38c8727dd6f6df9c3161927ac1c0a","observation_id":"caf17d2d-cc27-44da-9ca7-c2f3e131103e","resolution":{"observed_at":"2026-08-07T10:32:29.378888Z","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":"2026-08-07T10:32:29.381689Z","title":"In: 2022 IEEE/ACM 19th International Conference on Mining Software Repositories (MSR)","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.381689Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:5af95223f9ed8212fe411ea76600faeb66a80894e0bdd5be841a216fe08fb873","observation_id":"757b9147-251f-449f-829e-43b2f532cfea","resolution":{"observed_at":"2026-08-07T10:32:29.381689Z","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":"2026-08-07T10:32:30.913228Z","title":"In: 8th USENIX Conference on Operating Systems Design and Implementation","venue":null,"work_id":"407ed450-0497-45f0-8f90-2a4cb11c87aa","year":2008},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.385112Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:fe63b05863ea956f2c29c951ec08e275602a7b5dd46a63f2c9bdb4d4970e1c6f","observation_id":"f4dd14c8-e08d-4fce-9714-21a8f34dc8b0","resolution":{"observed_at":"2026-08-07T10:32:30.916645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.388419Z","title":"https://doi.org/10.1109/TSE.2020.3020502","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.388419Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:10c13e25f0199fe32f81eb6a70f3e8e0239ec1ab47b153b90c16e09923ac83b4","observation_id":"992cd7df-3427-4eca-a7e4-8a3c6873e0fe","resolution":{"observed_at":"2026-08-07T10:32:29.388419Z","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":"2026-08-07T10:32:29.392544Z","title":"IEEE Transactions on Software Engineering47(09), 1943–1959 (September 2021)","venue":null,"work_id":null,"year":1943},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.392544Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:3e7beafce2f161c6507ed695d16bc810498b8ce35a15a7e2938972697087113c","observation_id":"9c68eca1-22c5-4cba-b39b-48e47e3665a4","resolution":{"observed_at":"2026-08-07T10:32:29.392544Z","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":"10.1007/978-3-031-55642-5_","metadata_source":"doi_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:32:29.604314Z","title":null,"venue":null,"work_id":"a45be181-4b29-41bd-94bc-71a6a30276d4","year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.395175Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:a4d890f6b056fce89d9b646cc99ed38d672421d794819925a0dde2e299c96c09","observation_id":"c1290e54-9595-44c5-adae-9bc5ec4e4429","resolution":{"observed_at":"2026-08-07T10:32:29.607057Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.398412Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.398412Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:68597e9702c09502877877e6778e5858ba6778cf47b1717a276cd4b0be1f3ed6","observation_id":"6a3687fc-341c-4959-b676-6939f532b1b7","resolution":{"observed_at":"2026-08-07T10:32:29.398412Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-07T10:32:29.401842Z","title":"In: Proceedings of the 35th IEEE/ACM International Conference on Automated Software Engineering","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.401842Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:0f8771478534e8597482c5a78f4c336b765b66746bac3c9688769266ad1133a3","observation_id":"8a34fc7c-427f-439b-b849-ee915525920d","resolution":{"observed_at":"2026-08-07T10:32:29.401842Z","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":"2026-08-07T10:32:30.902008Z","title":"In: Proceedings of the 37th IEEE/ACM International Conference on Automated Software Engineering","venue":null,"work_id":"63d07850-8918-4ef0-8c3b-8d0b36adcca8","year":2022},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.404961Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:70759cd6818f295fc463935a356c841ea4c7223b17e7f5ca963fa18590eae963","observation_id":"2a960adf-d914-4006-8ea8-11d6a20ea3ea","resolution":{"observed_at":"2026-08-07T10:32:30.906356Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2002.08155","last_updated":"2020-09-18T15:38:12Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2020-02-19T13:09:07Z","title":"CodeBERT: A Pre-Trained Model for Programming and Natural Languages","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2002.08155","snapshot_observed_at":"2026-08-07T10:32:29.407778Z","title":"arXiv preprint arXiv:2002.08155 (2020) 14 Zanis Ali Khan, Aayush Garg, and Qiang Tang","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.407778Z"},"links":{"cited_paper":"/paper/2002.08155","citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:1d477a6d0ecc9b1e1dd674e357bbcb55961b324ffed2b9de6a179ac187ea5859","observation_id":"b7751e8c-8321-459d-ba51-6618a9a04bf3","resolution":{"observed_at":"2026-08-07T10:32:29.407778Z","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":"2026-08-07T10:32:29.411179Z","title":"In: Findings of the Association for Computational Lin- guistics: EMNLP 2020","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.411179Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:aa5d494cc4d01963cf5bf17beb961bdc068ed55a80be3b5b14d1780ba2d83b0d","observation_id":"0b229d5b-ae88-4569-bf80-08d223f96b83","resolution":{"observed_at":"2026-08-07T10:32:29.411179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2012.11701","last_updated":"2022-07-25T07:58:49Z","snapshot_observed_at":"2026-08-13T20:42:05.066227Z","submitted_at":"2020-12-21T21:59:12Z","title":"Learning from What We Know: How to Perform Vulnerability Prediction using Noisy Historical Data","version":3},"cited_work":{"arxiv_id":"2012.11701","doi":null,"metadata_source":"pith","pith_arxiv_id":"2012.11701","snapshot_observed_at":"2026-08-07T10:32:30.464924Z","title":"Learning from What We Know: How to Perform Vulnerability Prediction using Noisy Historical Data","venue":"cs.CR","work_id":"a065cbe3-92f1-4e2d-9ec0-6168d05a3554","year":2020},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.413824Z"},"links":{"cited_paper":"/paper/2012.11701","citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:c5c4cfb3a690064f16815ba01d87a994865beb74e9e212417ecfb4700958889d","observation_id":"bbfbcca7-e0f3-48fa-9807-1a3e0f9bdb7e","resolution":{"observed_at":"2026-08-07T10:32:30.468168Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.416523Z","title":null,"venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.416523Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:4375d489808d34cd1720c9a03777c26ed5ac5b6f71cd1867555880e5dfe2cdaa","observation_id":"9f305d4e-4d5e-4e39-9ed0-5bf27ce5bdcd","resolution":{"observed_at":"2026-08-07T10:32:29.416523Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2303.04247","last_updated":"2023-03-07T21:45:37Z","snapshot_observed_at":"2026-08-13T12:29:32.049016Z","submitted_at":"2023-03-07T21:45:37Z","title":"Vulnerability Mimicking Mutants","version":1},"cited_work":{"arxiv_id":"2303.04247","doi":"10.48550/arxiv.2303.04247","metadata_source":"pith","pith_arxiv_id":"2303.04247","snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Vulnerability Mimicking Mutants","venue":"cs.SE","work_id":"2743ff83-0bda-4388-9ce5-3b993403a113","year":2023},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.419118Z"},"links":{"cited_paper":"/paper/2303.04247","citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:299ec20bcf412a7e2e17b9f98660c4f8ebb9abc172e0050761f349ca9af0332d","observation_id":"168f2c92-13d1-4df4-a097-15155b7365b7","resolution":{"observed_at":"2026-08-07T10:32:29.582812Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.422760Z","title":"In: IEEE Con- ference on Software Testing, Verification and Validation, ICST 2024, Toronto, ON, Canada, May 27-31, 2024","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.422760Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:b1ebfde786cb4804ba07f789e6692d9c853691b4a6f61df05211897513a10ea8","observation_id":"c60109ea-cfb1-4203-b1e0-12a71ba1caa4","resolution":{"observed_at":"2026-08-07T10:32:29.422760Z","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":"5946.65994","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:32:30.391762Z","title":"techrxiv preprint (Dec 2024).https:// doi.org/10.36227/techrxiv.173385946.65994728/v1, http://dx.doi.org/10","venue":null,"work_id":"d175aeb9-4780-4e81-bbf8-84d316152663","year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.425320Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:e451d6eaf6118aafd397f1da67012da7c6f0c4e4d6a2673f860782cddfcfdf30","observation_id":"9d63b4b5-11e5-40e0-a01b-110f1d1fb26c","resolution":{"observed_at":"2026-08-07T10:32:30.397048Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.428616Z","title":null,"venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.428616Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:45b5c6c481bc01fc84ecb0841e53324b40e4dd60ad4108f5b09caa743a98d2e4","observation_id":"b67bd666-a5ca-480a-ba12-f3a2d22fb7dd","resolution":{"observed_at":"2026-08-07T10:32:29.428616Z","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":"2026-08-07T10:32:29.431493Z","title":"Commu- nications of the ACM62(12), 56–65 (2019).https://doi.org/10.1145/3318162","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.431493Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:659207c844ed87df8ac84fb6610984fb6b5b18a453ed6212f5197dd9aa460d9a","observation_id":"2e90c6f1-ad5b-4f8a-ac5e-9ec7a5247671","resolution":{"observed_at":"2026-08-07T10:32:29.431493Z","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":"2026-08-07T10:32:30.889328Z","title":"In: 9th International Conference on Learning Representa- tions, ICLR 2021, Virtual Event, Austria, May 3-7, 2021","venue":null,"work_id":"1f0cd07e-225d-4049-9853-95e3672d4ebe","year":2021},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.434148Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:171edc7d80ba3f1fee7c3d00e670c9d854893c26ccf134af4ffd83f731079ecf","observation_id":"1462d5a7-f83f-45e7-ad4a-d35524ef34d5","resolution":{"observed_at":"2026-08-07T10:32:30.893743Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:30.878859Z","title":"In: European Symposium on Research in Computer Security","venue":null,"work_id":"12934a7f-4c10-44d5-a4c3-0b66e0957a21","year":2023},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.437119Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:05ee4b3073aba8b7064760250e246239f9c0689b3f42eb87d08c1b8e5673a7ff","observation_id":"0fd29298-0dfa-465a-aace-bd4aa937a90e","resolution":{"observed_at":"2026-08-07T10:32:30.882135Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-319-92624-7_1","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T00:03:56.115653Z","title":"In: Guide to Vulnerability Analysis for Com- puter Networks and Systems - An Artificial Intelligence Approach, pp","venue":"Computer communications and networks","work_id":"e6258df8-44c6-48d6-8232-f4f0eb337fa1","year":2018},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.439647Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:d31580de579267c482ddab6d91bdf0872bba99f282db6f92cb905bd77175d089","observation_id":"200a7787-ce70-4211-95b0-dbcad5ba593c","resolution":{"observed_at":"2026-08-07T10:32:29.564445Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.442131Z","title":"15599983","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.442131Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:7a72d7f6f9f0ba4a61a049da20f20da56c0ea6a4c1b304e260ec6d1a92c21cb7","observation_id":"2b1d4b5c-fcbf-4021-813a-910ff9d75061","resolution":{"observed_at":"2026-08-07T10:32:29.442131Z","resolver_source":null,"status":"malformed_identifier"},"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":"2026-08-07T10:32:29.445262Z","title":"In: 44th IEEE/ACM 44th International Conference on Software Engineering, ICSE 2022, Pittsburgh, PA, USA, May 25-27, 2022","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.445262Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:c025df55a02a8a966350c964d4f39dc23bc30b0601d382abebec86cc67ec215d","observation_id":"4b55a652-353d-4853-89dc-e34e872a8ba9","resolution":{"observed_at":"2026-08-07T10:32:29.445262Z","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":"10.1007/s10664-024-10533-w","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T00:03:40.895421Z","title":null,"venue":"Empirical Software Engineering","work_id":"61f48bb3-d3d6-46b2-a8e8-10dc2056351a","year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.447840Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:4a6301b6f48714892d23e328f4462ad52c31cc4bf56136ba472ddfe187aab121","observation_id":"b8ac64bc-2ea5-48d9-88f4-1cd102366be3","resolution":{"observed_at":"2026-08-07T10:32:29.547784Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.452966Z","title":"In: 34th In- ternational Conference on Software Engineering (ICSE)","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.452966Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:533fde814d982965863cacc2a6975e2289d5066a321e2670d7c4cd8e0758db1a","observation_id":"f8e81667-1ad1-4cbd-aa1b-734e75448c15","resolution":{"observed_at":"2026-08-07T10:32:29.452966Z","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":"2026-08-07T10:32:29.455935Z","title":"In: Proceedings of the 28th ACM SIGSOFT Interna- tional Symposium on Software Testing and Analysis","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.455935Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:ca14d5e4b66c00b4017d905030c80985a26c80dad8b791729645373bf006c525","observation_id":"d2f800b2-84bf-4e9f-9744-e4d473e64bfb","resolution":{"observed_at":"2026-08-07T10:32:29.455935Z","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":"2026-08-07T10:32:29.458187Z","title":"In: 38th International Conference on Software Engineering (ICSE)","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.458187Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:2df0d8fffe156e6199e0920d085d64c1ed6156be57aaf1634e93c69406b42dbb","observation_id":"9df88073-9097-4a94-a638-0e58b69e75d9","resolution":{"observed_at":"2026-08-07T10:32:29.458187Z","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":"2026-08-07T10:32:29.460855Z","title":"In: 35th International Conference on Software Engineering (ICSE)","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.460855Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:19d7c6157893140138ebbeab6d156c047c5078a5f84290b7facbef26f522620e","observation_id":"0025a95c-2a3c-4098-9924-02fd555d602c","resolution":{"observed_at":"2026-08-07T10:32:29.460855Z","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":"2026-08-07T10:32:29.463613Z","title":"In: Proceedings of the 21st In- ternational Conference on Mining Software Repositories","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.463613Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:41b6d4f2141d6348fb408cd09edb11f29776387a777cc752a3b939383070c7f4","observation_id":"be8fa163-cd32-4e10-9458-041230cc7c5e","resolution":{"observed_at":"2026-08-07T10:32:29.463613Z","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":"10.6028/nist.sp.800-163r1","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":null,"venue":null,"work_id":"ec9f5871-c8a4-4041-9327-dd7e7de667e9","year":2019},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.465961Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:7b4c951a61ccc431feda8d32d545cd31ae1bff38db6320747b04b6d80aa195a6","observation_id":"4ee20d68-5d53-4807-ba69-54a4a8e25855","resolution":{"observed_at":"2026-08-07T10:32:29.529620Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:29.468746Z","title":"IEEE Trans","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.468746Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:117b522cd46da3b43ab8a09617ff5e9f621fd3151ac71859581c7366829e88b5","observation_id":"85801428-8275-4fbe-8028-9b19599db5f1","resolution":{"observed_at":"2026-08-07T10:32:29.468746Z","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":"2026-08-07T10:32:29.471496Z","title":"In: Proceedings of the 40th annual meeting of the Association for Computational Linguistics","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.471496Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:61435a6a670a60545696763a969da4b09ca4b49a0c144af252219c38ba616376","observation_id":"9f2969c7-9db3-475b-86d3-a51dd6efac3a","resolution":{"observed_at":"2026-08-07T10:32:29.471496Z","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":"10.1007/s10664-023-10354-3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T00:03:40.895421Z","title":null,"venue":"Empirical Software Engineering","work_id":"6165489f-2478-4959-af9f-c4f2710e3d5c","year":2023},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.474765Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:13658799952b14407bb495ce9ce50e7c60b289e2ac6c7084fd5c09af098218da","observation_id":"761b3c6d-9d4d-48f3-8e76-858c36326abf","resolution":{"observed_at":"2026-08-07T10:32:29.518889Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2009.10297","last_updated":"2020-09-27T04:07:11Z","snapshot_observed_at":"2026-08-12T14:26:33.940158Z","submitted_at":"2020-09-22T03:10:49Z","title":"CodeBLEU: a Method for Automatic Evaluation of Code Synthesis","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2009.10297","snapshot_observed_at":"2026-08-07T10:32:29.477688Z","title":"arXiv preprint arXiv:2009.10297 (2020)","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.477688Z"},"links":{"cited_paper":"/paper/2009.10297","citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:75ca6d848c09f108a1eeba673dfd499fb7981d4ea60df9a0c05deb4b0dc031ea","observation_id":"6e933980-5603-49db-b319-bc4e42eff9b8","resolution":{"observed_at":"2026-08-07T10:32:29.477688Z","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":"2026-08-07T10:32:30.861330Z","title":"In: 33rd USENIX Security Symposium, USENIX Security 2024, Philadelphia, PA, USA, August 14-16, 2024","venue":null,"work_id":"2d34047c-c3d4-459b-aea5-069300352254","year":2024},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.480803Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:0c880eb24ce956cfc93bf8bc00e23fb83dcdbbce0da4285d011c29b465b7a43f","observation_id":"7bccbdd3-2669-42d9-b701-60d3a938a64e","resolution":{"observed_at":"2026-08-07T10:32:30.864955Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2109.00859","last_updated":"2021-09-02T12:21:06Z","snapshot_observed_at":"2026-08-12T06:14:58.605732Z","submitted_at":"2021-09-02T12:21:06Z","title":"CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2109.00859","snapshot_observed_at":"2026-08-07T10:32:29.484024Z","title":"arXiv preprint arXiv:2109.00859 (2021)","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.484024Z"},"links":{"cited_paper":"/paper/2109.00859","citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:b9a51d3ce72e4793e0674e0dfc6edb32732214b770b564e46be0d9483ed09150","observation_id":"49f27ff5-6d56-4847-ab59-693e824f8fd8","resolution":{"observed_at":"2026-08-07T10:32:29.484024Z","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":"2026-08-07T10:32:29.487600Z","title":"In: Proceedings of the 32nd ACM SIGSOFT International Symposium on Soft- ware Testing and Analysis, ISSTA 2023, Seattle, WA, USA, July 17-21, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.487600Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:8859bea23e19e03cdcfcc2df4db9e3b2e8fb801cd236312899eca7cc15ca2957","observation_id":"3b484133-1181-4cab-ac35-3591a5552bea","resolution":{"observed_at":"2026-08-07T10:32:29.487600Z","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":"2016.25608","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T10:32:29.745896Z","title":"IEEE Transactions on Software Engineering 43, 34–55 (2017)","venue":null,"work_id":"bf8dcffb-ce04-41f9-9cee-51d83fc0e6ab","year":2017},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.490642Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:35f996433a5edfa098ce1910d0421df5336204e515bf252bd44571ca1206b7b2","observation_id":"66c26b7f-3ccf-444e-a530-db7d0ca5d3d2","resolution":{"observed_at":"2026-08-07T10:32:29.751434Z","resolver_source":"raw_fallback","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+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":"2026-08-07T10:32:30.850504Z","title":"IEEE Access 8, 166335–166346 (2020)","venue":null,"work_id":"cad75a0b-77bd-41ea-ba91-15d7615dff6a","year":2020},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.493622Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:26b20733600e25bca4072317fb6b254b84664aaf6b277a86d7eccf9b56ffc7ec","observation_id":"3e57926f-9588-41eb-ab7e-853eaab6c41a","resolution":{"observed_at":"2026-08-07T10:32:30.853579Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1007/978-3-319-10374-7_3","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-08T00:03:56.115653Z","title":"https://doi.org/10.1007/978-3-319-10374-7_3 , https: //doi.org/10.1007/978-3-319-10374-7_3","venue":"Advances in information security","work_id":"2250a5b9-e68f-4a41-aa00-679960e8c8a9","year":2014},"citing_paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair","version":1},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-07T10:32:29.372767Z"},"links":{"citing_paper":"/paper/2506.04987"},"observation_digest":"sha256:5607ebb35448296b94f1c1bcbe5665a1d592fb5b638ca81d164e4ff4c0d84f50","observation_id":"3c71f3e4-bce5-4ce9-9feb-9db6bb8ec8a1","resolution":{"observed_at":"2026-08-07T10:32:29.622350Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.04987","last_updated":"2025-06-05T13:00:19Z","latest_version":1,"primary_category":"cs.SE","snapshot_observed_at":"2026-08-13T13:54:35.254040Z","submitted_at":"2025-06-05T13:00:19Z","title":"A Multi-Dataset Evaluation of Models for Automated Vulnerability Repair"},"reference_resolution":{"displayed":42,"state_counts":{"malformed_identifier":3,"metadata_mismatch":4,"parse_uncertain":0,"unresolved":22,"verified_exact":6,"verified_fuzzy":7},"total_outbound_references":42},"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":"2026-08-15T06:32:42.880941+00:00","source":"crossref"},{"observed_at":"2026-08-15T06:32:39.529945+00:00","source":"retraction_watch"}],"thesis":"As of 15 August 2026, this Paper Citation Record lists 42 of 42 outbound references and 0 inbound Pith citation observations for arXiv:2506.04987."}