{"as_of":"2026-08-18T18:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:fda0a0ea0232a789d8d88203d0b831e191d7d6745da51085640646890baff85e","coverage":[{"denominator":35,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":35,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T00:20:07.547513Z","state":"measured"},{"denominator":35,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":35,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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/2608.12444/citation-record","integrity":"/paper/2608.12444/integrity","json":"/paper/2608.12444/citation-record.json","paper":"/paper/2608.12444"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-16T00:20:08.153652Z","title":"99% false positives: A qualitative study of soc analysts’ perspectives on security alarms,","venue":null,"work_id":"8a34dc46-eb87-4316-827c-651ad2497f1d","year":2022},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.382499Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:09561be9ded3e21f0fc3caa1b8aaa0be8c2fbd16c3d74befa14e414744c6e4cd","observation_id":"a1037726-99cd-4500-96e3-37d4b86b7978","resolution":{"observed_at":"2026-08-16T00:20:08.159210Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-18T06:56:06.818619Z","submitted_at":"2023-06-25T15:04:21Z","title":"Revolutionizing Cyber Threat Detection with Large Language Models: A privacy-preserving BERT-based Lightweight Model for IoT/IIoT Devices","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.14263","snapshot_observed_at":"2026-08-16T00:20:07.411031Z","title":"Revolutionizing cyber threat detection with large language models: A privacy-preserving bert-based lightweight model for iot/iiot devices,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.411031Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:2c0fe058737513dc1aac28a60db8dea3b0f20529dbb352bf57eba651d98f8719","observation_id":"4748dc16-39d0-4b03-9b91-132a22694364","resolution":{"observed_at":"2026-08-16T00:20:07.411031Z","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":"2026-08-16T00:20:07.416276Z","title":"Conformal risk control,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.416276Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:178ddac14e77f0b2f4f5cb6f57ac8796d545f0fdec2c43d9121c68ad2af77506","observation_id":"ab93eb64-0a02-42c2-ba26-da3d6b414dcf","resolution":{"observed_at":"2026-08-16T00:20:07.416276Z","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":"2026-08-16T00:20:07.421037Z","title":"Automated discovery and mapping att&ck tactics and techniques for unstructured cyber threat intelligence,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.421037Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:88f5a5edd1ca93f92c84d6a5f100552381128e1dd6a234200b27957d7c1ec282","observation_id":"b284bae7-371d-4265-814d-64bf7e8cf02e","resolution":{"observed_at":"2026-08-16T00:20:07.421037Z","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":"2026-08-16T00:20:07.426071Z","title":"V ovk, A","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.426071Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:c21c2d9c5922593edcb36ea33f4fce2dee46f910069b58cebfeac28ad95fe37c","observation_id":"2a2874a4-7ec1-481b-b33a-d42fa2a9d2d2","resolution":{"observed_at":"2026-08-16T00:20:07.426071Z","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":"2026-08-16T00:20:07.431152Z","title":"Learn then test: Calibrating predictive algorithms to achieve risk control,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.431152Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:cdc8f18027b117d4ffb4ecbc36cbff3f7246765a8268c817b3aadf237ecb239c","observation_id":"8c2dda17-9fbe-4892-b0e7-8c6439802c6b","resolution":{"observed_at":"2026-08-16T00:20:07.431152Z","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":"2026-08-16T00:20:08.121145Z","title":"Fair conformal predictors for applications in medical imaging,","venue":null,"work_id":"ad08fc6b-0a08-4df9-89c4-7d2367551f12","year":2022},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.436189Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:a039d0c3209437c383e4e082768789f908c474928f744da60bf59eafc9388565","observation_id":"b5846fa2-fe1b-49ba-8322-b791a966966a","resolution":{"observed_at":"2026-08-16T00:20:08.125462Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.106950Z","title":"Safe planning in dynamic environments using conformal prediction,","venue":null,"work_id":"1407fc4b-f36d-4add-a4f9-720ceb572849","year":2022},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.440770Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:11b9b921f3d68279d9fa285e36c6337ce88d9a7b2d5a044b05108126ac252931","observation_id":"10b84719-658f-472c-a175-469a6438e244","resolution":{"observed_at":"2026-08-16T00:20:08.111772Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.10193","last_updated":"2024-06-01T21:40:33Z","snapshot_observed_at":"2026-08-16T15:23:12.630691Z","submitted_at":"2023-06-16T21:55:08Z","title":"Conformal Language Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2306.10193","snapshot_observed_at":"2026-08-16T00:20:07.444820Z","title":"Conformal language modeling,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.444820Z"},"links":{"cited_paper":"/paper/2306.10193","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:700f0cd16e2d97e83180e5e9e3eba32454fe1175427692250dab0c453be50b3f","observation_id":"23e99e08-4418-48f8-b1bc-034b88777706","resolution":{"observed_at":"2026-08-16T00:20:07.444820Z","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":"2026-08-16T00:20:08.092968Z","title":"Transcend: detecting concept drift in malware clas- sification models,","venue":null,"work_id":"20f7c888-7848-4d25-8210-11395c4ffc68","year":2017},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.449478Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:2f7cb21ccad860a78fd07d4e807f9c3b06223ccafb271575f0ffa090ad71fdd6","observation_id":"5870364e-d5af-4d31-9f6c-6db54c69c402","resolution":{"observed_at":"2026-08-16T00:20:08.097719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.078303Z","title":"Smith, N","venue":null,"work_id":"c4e2eae0-d6b0-4e0d-ba59-59e199e6531d","year":2008},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.453776Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:18c115598af1faa4e916a1346a5174be6e3634a11f62c2c1bb4c0315bba642af","observation_id":"733a204f-4f4f-4b3e-a933-6a86cbf4c87b","resolution":{"observed_at":"2026-08-16T00:20:08.083430Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.063840Z","title":"Selective classification for deep neural networks,","venue":null,"work_id":"9cd0c79f-c645-4e37-970d-9e2a01a6531c","year":2017},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.459003Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:525d7c074958289cd2acbd814cac9e52485cca535602d2d49502fd0db4fd64ed","observation_id":"6184135f-53bc-4cc5-8fd3-d034f27043ee","resolution":{"observed_at":"2026-08-16T00:20:08.068429Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.049660Z","title":"On the foundations of noise-free selective classification,","venue":null,"work_id":"fc9bd510-f861-4833-b9cf-501510f96dc8","year":2010},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.463053Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:486bb7503db7c739af59f8741dbf1476350ea4de3b1abec8eb657b082f1c8b35","observation_id":"183e93d2-312b-4ddd-8956-d85e9e1442d4","resolution":{"observed_at":"2026-08-16T00:20:08.054187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.034333Z","title":"Selectivenet: A deep neural network with an integrated reject option,","venue":null,"work_id":"14c52953-2def-477e-8a4c-b0424365a648","year":2019},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.466795Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:caeb6433f9bb5ddf3852a93426690b9c9a62916516ec56fa514f5814c51c94e5","observation_id":"d7a5de2f-fb09-4a68-a0f8-d0155904f908","resolution":{"observed_at":"2026-08-16T00:20:08.038530Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2010.07853","last_updated":"2021-10-23T23:29:23Z","snapshot_observed_at":"2026-08-17T16:36:20.843601Z","submitted_at":"2020-10-15T16:14:27Z","title":"Selective Classification via One-Sided Prediction","version":4},"cited_work":{"arxiv_id":"2010.07853","doi":null,"metadata_source":"pith","pith_arxiv_id":"2010.07853","snapshot_observed_at":"2026-08-16T00:20:07.726891Z","title":"Selective Classification via One-Sided Prediction","venue":"cs.LG","work_id":"409e7f8a-784e-4191-80c7-ea296ee4fd64","year":2020},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.471612Z"},"links":{"cited_paper":"/paper/2010.07853","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:c097f99bcf5895b47ae64252adb0251b509cb8cef6e10671f99b4ff6eec6b07d","observation_id":"b4f6fcef-f649-44bc-a394-200f507722c3","resolution":{"observed_at":"2026-08-16T00:20:07.731542Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.019953Z","title":"Decision-making under selective labels: Optimal finite-domain policies and beyond,","venue":null,"work_id":"8d84b818-7c65-4935-9bbc-f610055bfdc9","year":2021},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.476053Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:909192d3e7b38388a2bf4aea5acdb638492a4a6cac64bdb6b3bf725fbeb5979d","observation_id":"5c4addfb-0ac8-424b-99e5-5065db3328d6","resolution":{"observed_at":"2026-08-16T00:20:08.024643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:08.004983Z","title":"Entropy alone is insufficient for safe selective prediction in llms,","venue":null,"work_id":"a2329541-59fd-4fef-af03-96ad0089af3b","year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.479727Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:19ad728d197e637d5a64706d90825f19bcf67cc8e3e453cb521179c255548808","observation_id":"f3032784-e342-4078-bdbb-9781c0f7f30a","resolution":{"observed_at":"2026-08-16T00:20:08.010651Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2606.29054","last_updated":"2026-06-27T19:25:07Z","snapshot_observed_at":"2026-08-15T07:33:00.902379Z","submitted_at":"2026-06-27T19:25:07Z","title":"When Can Conformal Risk Control Certify LLM Outputs? Bounds, Impossibility, and Adaptation for Structured Generation","version":1},"cited_work":{"arxiv_id":"2606.29054","doi":null,"metadata_source":"pith","pith_arxiv_id":"2606.29054","snapshot_observed_at":"2026-08-16T00:20:07.639206Z","title":"When Can Conformal Risk Control Certify LLM Outputs? Bounds, Impossibility, and Adaptation for Structured Generation","venue":"cs.LG","work_id":"49740869-0a61-4297-bd57-366f5bd41ebc","year":2026},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.486935Z"},"links":{"cited_paper":"/paper/2606.29054","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:8bc4a50dbe60685f686ab9baf049524b876821729cf078fb2a4681f8a5d0e4d0","observation_id":"f234e6c5-937b-4c79-baa0-ad38ce1eaabd","resolution":{"observed_at":"2026-08-16T00:20:07.646522Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2605.20270","last_updated":"2026-05-18T22:20:32Z","snapshot_observed_at":"2026-08-18T13:54:15.747241Z","submitted_at":"2026-05-18T22:20:32Z","title":"Conformal Selective Acting: Anytime-Valid Risk Control for RLVR-Trained LLMs","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2605.20270","snapshot_observed_at":"2026-08-16T00:20:07.490632Z","title":"Conformal selective acting: Anytime- valid risk control for rlvr-trained llms,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.490632Z"},"links":{"cited_paper":"/paper/2605.20270","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:89bbf26eb123e37bdd32142dcf4487eb69f2ee653a5f73b97302c82b90204fa6","observation_id":"fd18035b-90b6-43f8-8fad-7faf484cd5bc","resolution":{"observed_at":"2026-08-16T00:20:07.490632Z","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":"2026-08-16T00:20:07.972889Z","title":"Class-conditional conformal prediction with many classes,","venue":null,"work_id":"88569109-c50c-4bb4-932d-31dd61b48f11","year":2023},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.498115Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:2f0762f945ba8b6ed655d7b6eca943cdfb8a74b0e3004917efab113eead0c631","observation_id":"bcbbffdc-092e-4ce3-960e-a1d0b0ca062b","resolution":{"observed_at":"2026-08-16T00:20:07.978645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.988737Z","title":"Available: https://api.semanticscholar.org/CorpusID: 288654956","venue":null,"work_id":"f7ca7066-a997-4785-9697-b3d9116d8969","year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.494473Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:59f371020e4c6e36438a41e1251ad1c5ebaa8088657c055838984a9ef443a254","observation_id":"39f32fa5-bf85-4cb7-9c44-4294d3a5e745","resolution":{"observed_at":"2026-08-16T00:20:07.994223Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.504295Z","title":"Generating network intrusion detection dataset based on real and encrypted synthetic attack traffic,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.504295Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:f263a080dfe4faaebae4778ec9b4664ef659d8a7ad78e9c79b210b65a1d868cb","observation_id":"df9c0acc-400a-4dcf-a6e4-2473bf1eee90","resolution":{"observed_at":"2026-08-16T00:20:07.504295Z","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":"2026-08-16T00:20:07.501372Z","title":"Toward generating a new intrusion detection dataset and intrusion traffic characterization,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.501372Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:039b7a4b876bf97f98bb69f548dafe0665c0eb5f7bcb6a6a013f3791de96a35b","observation_id":"63c47f42-76f9-4b89-ae7f-a086485ecdab","resolution":{"observed_at":"2026-08-16T00:20:07.501372Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2408.00118","last_updated":"2024-10-02T15:22:49Z","snapshot_observed_at":"2026-08-02T16:20:09.773989Z","submitted_at":"2024-07-31T19:13:07Z","title":"Gemma 2: Improving Open Language Models at a Practical Size","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2408.00118","snapshot_observed_at":"2026-08-16T00:20:07.510905Z","title":"Gemma 2: Improving open language models at a practical size,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.510905Z"},"links":{"cited_paper":"/paper/2408.00118","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:41ec7ade111a8e104a9947de582d95c5769dc420f5048f2cc1e72b372505c37c","observation_id":"946272c0-abcf-486f-bfe7-ddae78c10005","resolution":{"observed_at":"2026-08-16T00:20:07.510905Z","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":"2026-08-16T00:20:07.940310Z","title":"Quantized autoencoder (qae) intrusion detection system for anomaly detection in resource-constrained iot devices using rt-iot2022 dataset,","venue":null,"work_id":"526ed7d9-2743-4092-9ad3-84395dd9f6a0","year":2023},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.507672Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:5f8b1836dc18612b3e3eab967f5c3c19c9f2f4368da8df2030d309ad52b75d7a","observation_id":"b69b12e7-748a-422b-a2df-e128b147445f","resolution":{"observed_at":"2026-08-16T00:20:07.945039Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2310.06825","last_updated":"2023-10-10T17:54:58Z","snapshot_observed_at":"2026-08-17T20:30:34.016254Z","submitted_at":"2023-10-10T17:54:58Z","title":"Mistral 7B","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2310.06825","snapshot_observed_at":"2026-08-16T00:20:07.518958Z","title":"Mistral 7b,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.518958Z"},"links":{"cited_paper":"/paper/2310.06825","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:fefc8c77b9315e719adf8a83323cc7ab85c8796f616b0fab08b811393e7a35ce","observation_id":"a58dba55-8cf2-4266-a9c7-6df263658b85","resolution":{"observed_at":"2026-08-16T00:20:07.518958Z","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":"2026-08-16T00:20:07.924339Z","title":"The llama 3 herd of models,","venue":null,"work_id":"179b5d5d-670b-414b-b372-1011ab47dac2","year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.515268Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:7d037914d3d424061c96f13753a80ed0597a2769cf7d86b66e99cf28add6a4c9","observation_id":"7d15b986-0197-4f56-91d1-01736f49f4ef","resolution":{"observed_at":"2026-08-16T00:20:07.929281Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.531601Z","title":"Xgboost: A scalable tree boosting system,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.531601Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:685756c24421fc997ecdf92aa9357bf1326e9072c1491a63d0ac3eaae2c0824e","observation_id":"85ab2956-12d2-4f56-b073-aeb7f450d928","resolution":{"observed_at":"2026-08-16T00:20:07.531601Z","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":"2026-08-16T00:20:07.523196Z","title":"Qwen3 technical report,","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.523196Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:ee1160192ba3972dccc74c70c6f5d283fd929f44bafe344d83b9e8046bcd45bb","observation_id":"d2171882-2712-4b6a-a429-7aef76c5d0b2","resolution":{"observed_at":"2026-08-16T00:20:07.523196Z","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":"2026-08-16T00:20:07.869247Z","title":"Adaptive conformal inference under dis- tribution shift,","venue":null,"work_id":"43854e36-b1b3-4009-8760-fa575d085ccb","year":2021},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.539225Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:ef9d58a5377f9c906bc4eeae555cdc4f8fd6d4ca46ddda1519a28638aa5492c8","observation_id":"1f9c7216-ad44-46c6-8622-7ff0501e3453","resolution":{"observed_at":"2026-08-16T00:20:07.874081Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.855078Z","title":"Non- exchangeable conformal risk control,","venue":null,"work_id":"5c31fc3f-1042-4525-8585-da005b94ccdb","year":2024},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.543762Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:ab486b75fcd9ca1a52d59af386f2ea719f7c25cb7c3e7b6d88a454ae8e4de6ea","observation_id":"2610d02f-d049-4b34-8360-4473cf3cabad","resolution":{"observed_at":"2026-08-16T00:20:07.859312Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.883697Z","title":"Lightgbm: a highly efficient gradient boosting decision tree,","venue":null,"work_id":"a4402d0c-2672-480d-969f-d48eab84a5f5","year":2017},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.535514Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:8cef4ac162bacd7b2130b16fca08347d78bb155a1fda4b76b401b0c5522fb105","observation_id":"e8cc441f-5435-45b3-9e06-84ff9f1b8ccd","resolution":{"observed_at":"2026-08-16T00:20:07.888710Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-16T00:20:07.836123Z","title":"Adaptive conformal predictions for time series,","venue":null,"work_id":"c4a5c440-7fc5-4e06-a2bf-d01590d7c8f8","year":2022},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.547513Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:329db16f1e345db3b755819250685322a7d45e7804edbde353495f792a3bca5b","observation_id":"baa6afa0-c016-4dd2-8cf3-2b9a2d640ade","resolution":{"observed_at":"2026-08-16T00:20:07.842280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.09388","last_updated":"2025-05-14T13:41:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-05-14T13:41:34Z","title":"Qwen3 Technical Report","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.09388","snapshot_observed_at":"2026-08-16T00:20:07.527316Z","title":"Available: https://arxiv.org/abs/2505.09388","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":2025,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.527316Z"},"links":{"cited_paper":"/paper/2505.09388","citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:afeed31274eb63d172e87bf0a053e07ef5035effb1db436d7e181c823e98ed7a","observation_id":"fb87fc5d-70e4-4236-9d1a-3fc4a95ff2b2","resolution":{"observed_at":"2026-08-16T00:20:07.527316Z","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":"2026-08-16T00:20:07.483837Z","title":"Available: https://arxiv.org/abs/2603.21172","venue":null,"work_id":null,"year":null},"citing_paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance","version":1},"reference_index":2026,"source":"pdf_text","source_observed_at":"2026-08-16T00:20:07.483837Z"},"links":{"citing_paper":"/paper/2608.12444"},"observation_digest":"sha256:afab53aba98149b7c1469d3261e48068c8a4f6f64ba53a6b5868c127d1eef6d6","observation_id":"4991e1dc-b80c-4a56-9442-f3317599c7c3","resolution":{"observed_at":"2026-08-16T00:20:07.483837Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2608.12444","last_updated":"2026-08-12T16:59:19Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-16T23:10:22.210304Z","submitted_at":"2026-08-12T16:59:19Z","title":"Non-Degenerate Risk Certification for Automated Security Decisions: A Decision-Contract Theory with ATT\\&CK-Aligned Triage as a Worked Instance"},"reference_resolution":{"displayed":35,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":15,"verified_exact":2,"verified_fuzzy":18},"total_outbound_references":35},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2608.12444."}