{"as_of":"2026-08-10T11:21:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:6455e2f549dbfebe772d5e3ac1fab2c843624627347d442c251567e8cdc9eb21","coverage":[{"denominator":28,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":28,"source":"paper_references, paper_reference_links","source_observed_at":"2026-07-13T04:21:11.932996Z","state":"measured"},{"denominator":28,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":28,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+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/2607.09259/citation-record","integrity":"/paper/2607.09259/integrity","json":"/paper/2607.09259/citation-record.json","paper":"/paper/2607.09259"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-07-13T04:21:11.932996Z","title":"Exploiting spatial-temporal behavior patterns for fraud detection in telecom networks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:d2d1ca75977dd5b2aee9c6843559f30320e04cb7f0f0eba3aaae7bea5303c148","observation_id":"699a2ea1-e78a-433e-8489-470fd2417b91","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Telecommunications fraud increased 12% in 2023 equating to an estimated $38.95 bil- lion lost to fraud,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:716a57ed5a57766ada2659ebda9ffd4968975b6ae84545a492bdd5a074387ae1","observation_id":"a60e3800-d9d8-4819-aba9-70a175cbe677","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"The telecom fraud landscape in 2026: How the industry is fighting back,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:b3e547c0cd5188e78b8f37aef2f94ae0c593d40279205b36f9c2c1ffe1b20b8f","observation_id":"1cd1ffc3-c529-4f51-9425-307a08391cd6","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Wangiri fraud detection: A comprehensive approach to unlabeled telecom data,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:350bb9688bcbd6f40521335171eddda03959385c1dcd15aa2374b82e6e8f32df","observation_id":"9b679208-8197-406b-9d0b-fbf4afcb1f14","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"On the road to 6G: Visions, requirements, key technologies, and testbeds,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:ca56195cdf56ad142aefb4f0450d49596a66316fe725f2c9ca90f9eee60b4175","observation_id":"207e4422-e361-4b86-8c40-c221fadce3c1","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"A comprehensive survey on resource management in 6G network based on Internet of Things,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:efc24f36fe0f40e1ece66df88035ed21f2d86df2fb8ff23b6d1323f074936912","observation_id":"be562934-bc48-412b-bf3c-ecca220d7cca","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Artificial intelligence advances in anomaly detection for telecom networks,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:190922120a21a67d773a8703d9be0d1ed1bd745f42910727f716188b2d5adc4d","observation_id":"d344b0fb-e6b0-4f50-8a20-6a685786797c","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Current time series anomaly detection benchmarks are flawed and are creating the illusion of progress,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:fd3183c485d846b096d9c9e50e7c53bd5e7e7feb19471c0f0e4af74550d9b65a","observation_id":"1298f0ce-dac8-4dc1-870c-cd7ed8d4cb5b","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Leakage-aware benchmarking of temporal data prepa- ration for hourly energy forecasting,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:3afc21f06ae7f3989d32c47d98a93767eda299add35ba48efbf66917ad8270b6","observation_id":"447a66ca-e13a-46dc-ba07-6a1d523dc4cb","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.17826","last_updated":"2025-08-17T16:34:31Z","snapshot_observed_at":"2026-08-07T08:35:00.826387Z","submitted_at":"2024-06-25T13:23:37Z","title":"European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.17826","snapshot_observed_at":"2026-07-13T04:21:11.932996Z","title":"European space agency benchmark for anomaly detection in satellite telemetry,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"cited_paper":"/paper/2406.17826","citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:56722a591d83837a8e72f5e89dc9dc665cef18596bb40c6cb30bf86cf298531c","observation_id":"91fed299-19c4-43b1-b346-f67f5f6fd327","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Beyond the individual: An improved telecom fraud detection approach based on latent synergy graph learning,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:a8d08d613932bdf49b042c39d4013fbea18d4be9eeff72a85f234d2db701ab69","observation_id":"eb59708e-c870-4184-964b-5bbe3c28d64c","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Federated learning for telecom fraud detection: A privacy-preserving approach to overcoming data fragmentation and enhancing security,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:dd024fc7d4055081a7a18960a86d1095445ab340eb4f2698a8f8e8753d4db3af","observation_id":"25855041-b50a-4e4f-8f86-f4f358da0e81","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Telecom fraud detection based on large language models: A multi-role, multi-layer prompting strategy,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:169fd781d423a253f91a7890dcf7187485c4ca1d5112d9163c4b9f5547f1b9e8","observation_id":"20ade836-668f-41ed-ac50-aada16c32480","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Blockchain in communication networks: A comprehensive review,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:2187cdcc6e70c665878b82d20a8a1f0f5c5c4f0da6c1c0dc33167ae5a2c9dbe7","observation_id":"89fbb821-407e-429a-b60b-3452bf22dee8","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Hybrid telecom fraud detection with machine learning, large language models, and blockchain,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:e5ac7ff65c38882aae8bb67f2c085ace07d5111facf86af31872c7acda3e9766","observation_id":"512454ed-5905-4518-8750-0d7d1a24c840","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Telecom fraud detection via Hawkes-enhanced sequence model,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:5c57e69c29bbcfbb27e8b1d54112e1be53d24e8d659c1808fa29d9221753732b","observation_id":"72bdfc0c-e916-4d64-b3ab-90f11499ada6","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"GAT-COBO: Cost-sensitive graph neural network for telecom fraud detection,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:44eebcb7ccb42491431863a24521ccd2a026b83346c14f1f7c95774b652e505a","observation_id":"e758161e-79b7-438a-8efe-ec6fc8a8bd7a","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Ai anomaly detection for cloudified mobile core architectures,","venue":null,"work_id":null,"year":1976},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:31ab4f51340f120086980404fdd817797fd01bee2f21f851abc48ec5aee4a0fc","observation_id":"3e76780f-fbd7-4b02-81b3-d1036da71fee","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Real-time adaptive anomaly detection in industrial iot envi- ronments,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:b2ac1056905fdbdd303bb9e0c49b2c54fee1115ed98db2cde50b3bdc13aa28cb","observation_id":"826f62ed-17ea-4605-a277-4469cb4c87d0","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Federated learning for 6G security: A survey on threats, solutions, and research directions,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:3309b66db7e57e4f0a83a74ff890caed817c2be14db4a8d473f253a48c2593e6","observation_id":"f65aa695-a874-40d4-a838-0b922426df40","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Toward securing federated learning against poisoning attacks in zero touch b5g networks,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:f2fc33ae83661ea16d5491fd270c4864d21066f0cd7cf47d7068b537c271eb20","observation_id":"6d65d5ec-d4de-42af-b9ae-15a391fa9e54","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Telecom fraud recognition based on large language model neuron selection,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:be00a6147ab06c3315a0182c8103686622d7531f1460c5fd1df81ce7eaaa81b7","observation_id":"71cd624d-0bfe-4ad6-a0d3-061d161a5089","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Nx- GenT: A decentralized trust system for B5G and 6G networks based on blockchain and smart contracts,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:4c5227e67346833de00c77bc9ce2aa7078110bd18e3094d626a3bba271bed3dc","observation_id":"a74fada8-4dca-4c45-af2a-84b24f321376","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Blockchain for dynamic spectrum access and network slicing: A review,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:efde063f5dfeae1baeda0f8ffd87d9ad452811db3bb0af48ba012f9bb1c281f9","observation_id":"ddca8793-4027-4d62-9069-3c2b0c8fde86","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Distributed-proof-of-sense: Blockchain consensus mechanisms for detecting spectrum access vio- lations of the radio spectrum,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:aa1d2be4dc4655300a3de70d96bbc2634a3abac5c41bd9dc176e9dbba8666474","observation_id":"5c7d9bc6-9c39-48ec-b3be-285792b19e35","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"Trust aware and explainable access control for Internet of Medical Things: A lightweight hybrid blockchain approach,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:ad6b20f6f7e9b07ed6e64d8fcff85e387e233569884dfb3d5c9473ed0687d0cb","observation_id":"0a8cad0b-d95f-4e84-916e-aa407f424bf3","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"TRADE-5G: A blockchain- based transparent and secure resource exchange for 5G network slicing,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:de0c2ffdea176a2405c7644c70edf9d6c4ca5397efe1824afb61395ca5a7af31","observation_id":"381112ad-c2fd-47ac-a524-4ddecf3acf8c","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","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":"2026-07-13T04:21:11.932996Z","title":"The OPS-SAT benchmark for detecting anomalies in satellite telemetry,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-07-13T04:21:11.932996Z"},"links":{"citing_paper":"/paper/2607.09259"},"observation_digest":"sha256:5cc750081481b52be326b0543f828f00c35137032401fb075a9a631a4fceb876","observation_id":"d44637b2-0df4-40a0-a4ea-8263e7cc0205","resolution":{"observed_at":"2026-07-13T04:21:11.932996Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.09259","last_updated":"2026-07-10T10:19:00Z","latest_version":1,"primary_category":"cs.CR","snapshot_observed_at":"2026-08-10T08:11:08.116969Z","submitted_at":"2026-07-10T10:19:00Z","title":"Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests"},"reference_resolution":{"displayed":28,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":28,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":28},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.09259."}