{"as_of":"2026-08-09T12:27:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:25fd4507fcb25b22ffc8fd7f264f31929141e26412cf67d1db3c901440c24a54","coverage":[{"denominator":24,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":24,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T14:43:33.790975Z","state":"measured"},{"denominator":24,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":24,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2507.17888/citation-record","integrity":"/paper/2507.17888/integrity","json":"/paper/2507.17888/citation-record.json","paper":"/paper/2507.17888"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:38.369425Z","title":"National vulnerability database.https://nvd","venue":null,"work_id":"e51c938a-3147-43e9-ab87-07c6e2d4879d","year":2020},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:31.545038Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:8cc614a3eeeb341c79d6da93f3c58568316a76ccdb184c5a96db7834a12c8118","observation_id":"d88cb4dc-2f22-4fd6-9b12-363e6074971f","resolution":{"observed_at":"2026-08-06T14:43:38.465282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:38.150268Z","title":"Deep learning based vulnerability detection: Are we there yet?IEEE Transactions on Software Engineering,48(9):3280– 3296, 2021","venue":null,"work_id":"6671c05a-c9c0-4f93-ba50-79033a1c9174","year":2021},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:31.641810Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:1bb56e64d79d92409055a4ec0b43f8d7129055cd12c61556eefe24c624976c3d","observation_id":"57752ce4-4e41-45f7-bbd8-576d511a2139","resolution":{"observed_at":"2026-08-06T14:43:38.271905Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:37.923816Z","title":"Sysevr: A framework for using deep learning to detect soft- ware vulnerabilities.IEEE Transactions on De- pendable and Secure Computing,19(4):2244–2258, 2021","venue":null,"work_id":"11e4f5cd-5ce4-400b-b5b9-31449920e92e","year":2021},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:31.732928Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:51fca565bd90d08a71516ab498eeb54f407d09966e6339a0bc8e909eef47528e","observation_id":"8b62a5ed-1853-4755-a855-268a3498315d","resolution":{"observed_at":"2026-08-06T14:43:38.051356Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:37.729374Z","title":"Slicelocator: Locating vulnerable statements with graph-based detectors.arXiv e-prints, pages arXiv–2401, 2024","venue":null,"work_id":"587c38ae-bb0b-4365-968f-8463c5e25317","year":2024},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:31.833581Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:8be99506da21b95d84702ab4ac4e48d0368d32edd758917ddcfabd1e56520864","observation_id":"564625e0-e7e8-4a4f-989b-f9d5eadc7147","resolution":{"observed_at":"2026-08-06T14:43:37.829762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:37.519744Z","title":"Open source vulnerabilities database","venue":null,"work_id":"fbd6986c-6b85-474c-bcf2-0edd42da67e0","year":null},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.091205Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:68b47e003a45d2bc86b90ce87137abe25f3d533472d672e64c6a2b0bee0b8bb9","observation_id":"e0a47609-e273-41fe-897e-41d2c43cc721","resolution":{"observed_at":"2026-08-06T14:43:37.616822Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:37.289196Z","title":"Modeling and discovering vul- nerabilities with code property graphs","venue":null,"work_id":"849e3948-48a7-4140-b7ee-a709988ad65d","year":2014},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.196202Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:82ee0262b908514408c659e703fa53621886fcd0e51fc32ce1949e6f4b04497e","observation_id":"e7dc49c0-15ff-4869-8bd3-ddba3ec9df5f","resolution":{"observed_at":"2026-08-06T14:43:37.409481Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:37.083581Z","title":null,"venue":null,"work_id":"dbbdacab-f39c-42e3-aa26-91dd5203a0e8","year":2019},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.284210Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:ef25ecc2c51a794b3c90e59709b8a4858fc9b43b6ee8ee75d59f36a40086a404","observation_id":"ecc4503f-cc27-494e-989d-f549c4be2401","resolution":{"observed_at":"2026-08-06T14:43:37.188842Z","resolver_source":"raw_fallback","status":"unresolved"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:36.839631Z","title":"Codeql: Security analysis platform","venue":null,"work_id":"a1f4efa4-1b50-46d4-b10b-44415f034521","year":2023},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.414864Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:280436a2ebb5358341cf7cc4a147476ec990e11c54a95af262275efce87a3a1d","observation_id":"0c0a97e1-55f7-4af0-8a93-02ffc6b557ec","resolution":{"observed_at":"2026-08-06T14:43:36.978745Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:36.615813Z","title":"Finding ISeCure 8 bugs is easy.Acm sigplan notices, 39(12):92–106, 2004","venue":null,"work_id":"b5419ec5-4e9b-49ed-8e8b-a925ef4261ec","year":2004},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.500176Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:8142cfd4bb9d6ffbcc1485b235f643580e5278437fbad102cb439190a46c3106","observation_id":"5fd52444-a6ca-46a3-86a7-c18f447492fe","resolution":{"observed_at":"2026-08-06T14:43:36.734338Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:36.368043Z","title":"Valgrind: a framework for heavyweight dynamic binary instrumentation.ACM Sigplan notices, 42(6): 89–100, 2007","venue":null,"work_id":"54ccb13a-42b7-4bd7-bcd6-f3f84e3bc702","year":2007},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.601725Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:cab9d4c845890b68697a00901a3ddb5b58b05158bd9cb07eca17f306861c0cda","observation_id":"3ce1df53-86b8-40db-b4db-68e44016206f","resolution":{"observed_at":"2026-08-06T14:43:36.504732Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:36.192643Z","title":"Addresssanitizer: A fast mem- ory error detector","venue":null,"work_id":"25209a00-8a56-40ee-a880-b51c78a36a15","year":2023},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.720482Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:e0ecbd333cae4fcea0359dee031da2d1bdb3eb974882d67ed9f2687aaef7f02b","observation_id":"3074b7d4-31e8-4f5e-8bfb-f58898e3378e","resolution":{"observed_at":"2026-08-06T14:43:36.275288Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:35.989513Z","title":"Graph neural network for traffic forecasting: A survey.Expert systems with applications, 207:117921, 2022","venue":null,"work_id":"8cc51706-7dfb-4036-b4b4-82c20b897ec8","year":2022},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.784991Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:7a5f72eef9d818a0a53242df66554841f95672c29453c9095f1b2c9c3b3f168c","observation_id":"ba379070-b75d-43fe-a55e-c3e90bbd2776","resolution":{"observed_at":"2026-08-06T14:43:36.074004Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"1609.02907","last_updated":"2017-02-22T09:55:36Z","snapshot_observed_at":"2026-07-06T05:10:16.862707Z","submitted_at":"2016-09-09T19:48:41Z","title":"Semi-Supervised Classification with Graph Convolutional Networks","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1609.02907","snapshot_observed_at":"2026-08-06T14:43:32.895498Z","title":"Semi- supervisedclassificationwithgraphconvolutional networks.arXiv preprint arXiv:1609.02907, 2016","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.895498Z"},"links":{"cited_paper":"/paper/1609.02907","citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:89509fed6ce7060c30eda23ecadc59bebba21c385a1a5b5b7beb413fdec15316","observation_id":"dd6517e3-57bc-41e3-97c0-16f3b4c5e808","resolution":{"observed_at":"2026-08-06T14:43:32.895498Z","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":"2026-08-06T14:43:35.809726Z","title":"Devign: Effective vulner- ability identification by learning comprehensive program semantics via graph neural networks","venue":null,"work_id":"9e2f903a-a8c2-456e-a981-9f91d58dd50c","year":2019},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.978309Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:93f942d82962fae84977ceb34cca038f1d5234a2dc1d76042e281debe9db534e","observation_id":"b4566b1a-eea6-4657-8dc4-84ddddfb3233","resolution":{"observed_at":"2026-08-06T14:43:35.914970Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:35.597813Z","title":"Deepwukong: Statically detecting software vulnerabilities using deep graph neural network.ACM Transactions on Software Engi- neering and Methodology (TOSEM), 30(3):1–33, 2021","venue":null,"work_id":"0463a5ad-aa23-40b3-a99a-21da8c21d0db","year":2021},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.062448Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:40a50d244c74fc5499fcf34bb54bcd7330ee27e8f90863d3775469cc38e085c9","observation_id":"14476bca-2c2c-45e2-b491-aef8843128f6","resolution":{"observed_at":"2026-08-06T14:43:35.714769Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:35.402777Z","title":"Vul- nerability detection with fine-grained interpre- tations","venue":null,"work_id":"80248d79-1fec-425a-ad0e-f929928c33e3","year":2021},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.141781Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:f026a7dd57e44cc21254ad99bb3d2216d30d22ca7a591003dd212b688fae9b8d","observation_id":"504db241-8b74-4f41-84b4-80bf25018d36","resolution":{"observed_at":"2026-08-06T14:43:35.520531Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:35.179830Z","title":"Xai—explainableartificialintelligence.Sci- ence robotics, 4(37):eaay7120, 2019","venue":null,"work_id":"2cc1a986-37df-42e5-b01b-e0c9294801c5","year":2019},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.250956Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:05521c26cdc07bc233bfea35f509d747c54e65cdb15558ba39c1f2218cfa4857","observation_id":"97d4e004-e41e-4c19-b4e3-8250fe57067d","resolution":{"observed_at":"2026-08-06T14:43:35.275781Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:34.968193Z","title":"Cf-gnnexplainer: Counterfactual explanations for graph neural networks","venue":null,"work_id":"d66100d1-7c82-4005-9f5a-a05ff0dad1ee","year":2022},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.336982Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:f81d05377e41c021fad5ec939547d5e826aacceda3dddcb32881b00160d15452","observation_id":"0f26ffbc-af56-425a-9482-72ab235fe361","resolution":{"observed_at":"2026-08-06T14:43:35.064304Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:34.761052Z","title":"Software assurance reference dataset (sard)","venue":null,"work_id":"9b87f383-4de8-463f-885d-81321ec75255","year":2020},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.413204Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:4fc51d7feed75f4803431eb755b3483537c5cc2ed69e6508fe706af8ab543d1a","observation_id":"e673ee80-83dc-4cca-9fc3-89cdbd1fa2cf","resolution":{"observed_at":"2026-08-06T14:43:34.863766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:34.534521Z","title":"Vulpathfinder source codes and datasets","venue":null,"work_id":"f046856b-25ce-4c69-855c-62d0022fefd0","year":2025},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.480965Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:c0dd9fee1c228d4c3447ac797b00398cd0cdd91bd9644d9c27973d7694b57a78","observation_id":"26c0911c-12ce-4211-ad84-98478c4021d9","resolution":{"observed_at":"2026-08-06T14:43:34.663005Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:34.342101Z","title":"Joern: A robust code analysis platform","venue":null,"work_id":"079e571d-5f58-4200-bf9f-fc9e9ffcd1fa","year":2023},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.582779Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:fd4ca751418648b212f1ea121fca503fda0cc0a469f90d808fa9a6994f91f232","observation_id":"03e1372f-1d33-4911-97a4-52d57261d807","resolution":{"observed_at":"2026-08-06T14:43:34.441390Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:34.129133Z","title":"Svf: Static value-flow analysis frame- work","venue":null,"work_id":"9743c827-a58f-4b48-a885-e393c2e69af3","year":null},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.689963Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:f966ce66ff17f514748f3b56fe8f5d694edfc473324eca6a1cae3c53fbb257e3","observation_id":"761829ec-e2e4-4b42-a9c6-1d1fc4f10b2b","resolution":{"observed_at":"2026-08-06T14:43:34.244483Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T14:43:33.929929Z","title":"Nima Atashinreceived his bache- lor’s degree in Computer Engineering from Isfahan University of Technol- ogy in 2022","venue":null,"work_id":"acc97eec-b776-4361-8374-97af1f19c323","year":2023},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:33.790975Z"},"links":{"citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:57ca40d26f2f4284b82b01cedb79c7877facc1e63932f230e01d597825fccc00","observation_id":"66d1df12-7a5e-46dd-8eef-a07b097c53e7","resolution":{"observed_at":"2026-08-06T14:43:34.027241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"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":"2306.11673","last_updated":"2023-06-20T16:51:59Z","snapshot_observed_at":"2026-07-06T15:44:42.776459Z","submitted_at":"2023-06-20T16:51:59Z","title":"A Survey on Automated Software Vulnerability Detection Using Machine Learning and Deep Learning","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.11673","snapshot_observed_at":"2026-08-06T14:43:32.008358Z","title":null,"venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code","version":1},"reference_index":2023,"source":"pdf_text","source_observed_at":"2026-08-06T14:43:32.008358Z"},"links":{"cited_paper":"/paper/2306.11673","citing_paper":"/paper/2507.17888"},"observation_digest":"sha256:80aeeb670d330e2043a43678bf0b48fa966a533ba42732c1719bd0f3baaa0065","observation_id":"fa7d67d7-4556-4362-849e-0cbb05838934","resolution":{"observed_at":"2026-08-06T14:43:32.008358Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2507.17888","last_updated":"2025-07-23T19:30:37Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-07T21:10:02.414033Z","submitted_at":"2025-07-23T19:30:37Z","title":"Learning to Locate: GNN-Powered Vulnerability Path Discovery in Open Source Code"},"reference_resolution":{"displayed":24,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":0,"verified_fuzzy":21},"total_outbound_references":24},"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 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2507.17888."}