{"as_of":"2026-08-22T11:41:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:d3f32cc14691d58da64f36a2f2a6b826420a86026a34df9eaf82637fe2b7243e","coverage":[{"denominator":0,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":10,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":10,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-22T06:32:14.747728+00:00","state":"measured"},{"denominator":10,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":10,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-16T12:14:01.000308Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-07-10T20:07:33.430125Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-11T01:02:43.590702Z","title":"Revolutionizing Cyber Threat Detection with Large Language Models,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2412.19088","last_updated":"2024-12-26T07:03:55Z","snapshot_observed_at":"2026-08-21T16:10:58.494337Z","submitted_at":"2024-12-26T07:03:55Z","title":"Integrating Artificial Open Generative Artificial Intelligence into Software Supply Chain Security","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-11T01:02:43.590702Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2412.19088"},"observation_digest":"sha256:23f7e7ae269b89641f5ddbafb06623dc50560cb3aa2b6bc05f9296c22978bf92","observation_id":"13a70cdf-b691-454f-812b-f8ceb772fd31","resolution":{"observed_at":"2026-08-11T01:02:43.590702Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-16T12:14:01.000308Z","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":"2504.13971","last_updated":"2025-04-17T18:57:06Z","snapshot_observed_at":"2026-08-21T03:15:20.552446Z","submitted_at":"2025-04-17T18:57:06Z","title":"The Future of Internet of Things and Multimodal Language Models in 6G Networks: Opportunities and Challenges","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-16T12:14:01.000308Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2504.13971"},"observation_digest":"sha256:9a9ab3f5497f3f9c6de3e4bf84616c812f05bee8862263c428887563573e4e50","observation_id":"56a18f8c-b274-4e40-876c-1a7134922118","resolution":{"observed_at":"2026-08-16T12:14:01.000308Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-16T04:36:29.388002Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.00841","last_updated":"2025-05-01T20:01:07Z","snapshot_observed_at":"2026-08-16T04:31:23.247313Z","submitted_at":"2025-05-01T20:01:07Z","title":"From Texts to Shields: Convergence of Large Language Models and Cybersecurity","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-16T04:36:29.388002Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2505.00841"},"observation_digest":"sha256:9a83e04b2de6d977efff13d4f039239d780d2458b474a3fc32da0eaa69f20606","observation_id":"6351c8ee-39c8-406b-ba47-b0f9537f4e2f","resolution":{"observed_at":"2026-08-16T04:36:29.388002Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-15T20:28:58.400992Z","title":null,"venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.12786","last_updated":"2025-05-27T05:00:23Z","snapshot_observed_at":"2026-08-20T02:04:57.449283Z","submitted_at":"2025-05-19T07:19:06Z","title":"Forewarned is Forearmed: A Survey on Large Language Model-based Agents in Autonomous Cyberattacks","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-15T20:28:58.400992Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2505.12786"},"observation_digest":"sha256:5a5282db7a13bfbd42356d43d8daaca4fa62bc302991b0e473b01d2da1f9747e","observation_id":"69c41fd5-32ee-4789-b380-c91771f2c3a1","resolution":{"observed_at":"2026-08-15T20:28:58.400992Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-15T19:18:46.103594Z","title":"Revolutionizing cyber threat detection with large language models.arXiv preprint arXiv:2306.14263, pages 195–202, 2023","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.16968","last_updated":"2025-06-20T12:59:31Z","snapshot_observed_at":"2026-08-20T18:49:39.653240Z","submitted_at":"2025-06-20T12:59:31Z","title":"MM-AttacKG: A Multimodal Approach to Attack Graph Construction with Large Language Models","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-15T19:18:46.103594Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2506.16968"},"observation_digest":"sha256:e6368727abab0b7544cbff6f1025abe71a05736e520f28659f748684c6c6bb43","observation_id":"e647c082-647e-4875-be16-93733be48a38","resolution":{"observed_at":"2026-08-15T19:18:46.103594Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-15T17:47:16.571341Z","title":"Revolutionizing Cyber Threat Detec- tion 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":"2507.21193","last_updated":"2025-07-27T22:16:09Z","snapshot_observed_at":"2026-08-20T01:12:54.443842Z","submitted_at":"2025-07-27T22:16:09Z","title":"Interpretable Anomaly-Based DDoS Detection in AI-RAN with XAI and LLMs","version":1},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-15T17:47:16.571341Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2507.21193"},"observation_digest":"sha256:bbbf009b9f3aa2a1b00d71656948066c0a0860f4b3670c892be866cb970ee5bd","observation_id":"50f9cca4-3dd8-41a8-9c06-ecaa2d9350f1","resolution":{"observed_at":"2026-08-15T17:47:16.571341Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2306.14263","doi":null,"metadata_source":"pith","pith_arxiv_id":"2306.14263","snapshot_observed_at":"2026-07-10T20:07:33.430125Z","title":"Revolutionizing Cyber Threat Detection with Large Language Models","venue":"cs.CR","work_id":"14773d92-ed94-41fe-8ed2-521c6abeea50","year":2023},"citing_paper":{"arxiv_id":"2603.23966","last_updated":"2026-04-11T04:50:01Z","snapshot_observed_at":"2026-08-12T20:49:30.102275Z","submitted_at":"2026-03-25T05:59:34Z","title":"Policy-Guided Threat Hunting: An LLM enabled Framework with Splunk SOC Triage","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-15T01:02:09.012006Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2603.23966"},"observation_digest":"sha256:a465fc59b4bd5eb149cfabbc80f0bf22dac4d03d5008d2c5a464ffd9c1114921","observation_id":"6f876b8d-e93a-469d-a932-8d3b4bd6869b","resolution":{"observed_at":"2026-05-15T01:03:25.271850Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2306.14263","doi":null,"metadata_source":"pith","pith_arxiv_id":"2306.14263","snapshot_observed_at":"2026-07-10T20:07:33.430125Z","title":"Revolutionizing Cyber Threat Detection with Large Language Models","venue":"cs.CR","work_id":"14773d92-ed94-41fe-8ed2-521c6abeea50","year":2023},"citing_paper":{"arxiv_id":"2604.26217","last_updated":"2026-04-29T01:46:25Z","snapshot_observed_at":"2026-07-06T23:11:57.238808Z","submitted_at":"2026-04-29T01:46:25Z","title":"OpenSOC-AI: Democratizing Security Operations with Parameter Efficient LLM Log Analysis","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-07T13:30:06.000266Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2604.26217"},"observation_digest":"sha256:9b901b36f3ef1b67325c8b373851b9486fe75cfea9f068206f874c15383a95ca","observation_id":"f25f5b7a-6e4b-4e11-a583-fe74c8231b27","resolution":{"observed_at":"2026-05-12T08:56:25.595196Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2306.14263","doi":null,"metadata_source":"pith","pith_arxiv_id":"2306.14263","snapshot_observed_at":"2026-07-10T20:07:33.430125Z","title":"Revolutionizing Cyber Threat Detection with Large Language Models","venue":"cs.CR","work_id":"14773d92-ed94-41fe-8ed2-521c6abeea50","year":2023},"citing_paper":{"arxiv_id":"2607.07739","last_updated":"2026-07-08T04:21:04Z","snapshot_observed_at":"2026-08-20T08:52:11.988526Z","submitted_at":"2026-07-08T04:21:04Z","title":"Controllability-Aware Adversarial Examples Against LLM-Based Network Traffic Classifiers","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-10T20:01:35.084471Z"},"links":{"cited_paper":"/paper/2306.14263","citing_paper":"/paper/2607.07739"},"observation_digest":"sha256:6e9fb5b747c52b4bfb51e75cb8495a732942642662786ffc6d582017e43523db","observation_id":"667a5cf5-23dd-4549-a9d5-c11dda4c4704","resolution":{"observed_at":"2026-07-10T20:07:33.432153Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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":"2026-08-20T11:11:33.458962Z","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":"sha256:2217d8a94829abf449c513be809874f0b40d700a9719edcc863be4a2bbf1e371","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"}}],"links":{"evidence":"/evidence","html":"/paper/2306.14263/citation-record","integrity":"/paper/2306.14263/integrity","json":"/paper/2306.14263/citation-record.json","paper":"/paper/2306.14263"},"outbound":[],"paper":{"arxiv_id":"2306.14263","last_updated":"2024-02-08T07:06:39Z","latest_version":2,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-21T17:15:02.735099Z","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"},"reference_resolution":{"displayed":0,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":0,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":0},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-22T06:32:14.747728+00:00","source":"crossref"},{"observed_at":"2026-08-22T06:32:06.552537+00:00","source":"retraction_watch"}],"thesis":"As of 22 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2306.14263."}