{"as_of":"2026-08-07T20:09:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f86338b29439a3b692c74495b0e323b23a886d7dd5eb7721c5f666d4d49b19e1","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":"2026-08-07T06:34:17.273281+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":"2026-08-07T08:35:30.538907Z","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":"sha256:6b64647cbd05acaab2a26cd8bb750d889f032acf88e4c937fbaa8a582a8fe696","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":"2026-08-07T08:35:30.538907Z","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":"sha256:992125340f802d48ddc4c5781ece9b9b05e3742ea875c406606b0eda0b052b05","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":"2026-08-07T08:35:30.538907Z","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":"sha256:7537b9daa37df8fe49ea1b500c5c2092f21f108c92cc852e6d56637e240075ac","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":"2026-08-07T08:35:30.538907Z","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:b9dab490d627b77c289bf7914417b9af84a1cdc09600d2715d1eafe470406969","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":"2026-08-07T08:35:30.538907Z","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:b39b3c441c5a5397ddf3a6013697ee3d02d85606558ebf241153d11858da3083","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":"2026-08-07T08:35:30.538907Z","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":"sha256:7e9466c1521b759ee043a31e82ce2bf5868fc45e1d7746178afb77f3f110cd43","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":"2026-08-07T08:35:30.538907Z","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":"sha256:46984b3bd61ca494338b654038d596bb6f60dcc3e84894bc0afe69d35428cdf6","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":"2026-08-07T08:35:30.538907Z","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:d82ec388f89f069fdad5a6e7bc077bc8cd231a016454f7a54019be8137204fcd","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":"2026-08-07T08:35:30.538907Z","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:c30b89cd4076bd25833b5cc11c6ca18233a679de1f865f3044f7b3c1afc0e58a","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":"2026-08-07T08:35:30.538907Z","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":"sha256:24438d553fd80cdc6ea245f4aaad23fc3e772bed2b722becd5063e31b86fb66d","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":"2026-08-07T08:35:30.538907Z","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":"sha256:334a46bae08f44c1390f5ae5e415cb70cfca769a9f834c7c1aedd973892713b3","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":"2026-08-07T08:35:30.538907Z","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":"sha256:901e1bbe1ba0f45720fa3c4c92ea3d64df11cf07072d7457eadeb1f9f4827c52","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":"2026-08-07T08:35:30.538907Z","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":"sha256:67e25424966310b907a6e077f4caa70b40bafb767affc86e22b486bd7090bbb2","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":"2026-08-07T08:35:30.538907Z","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:de4fe8137986169025fa90d450f607e00d46ea7f65752bc2f3ff56fdc8743c31","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":"2026-08-07T08:35:30.538907Z","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":"sha256:326b4fe0c62cf1740c9eb9d66403ae6419818dd7c48d998eac5f6ddf7fb74516","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":"2026-08-07T08:35:30.538907Z","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":"sha256:23d6f62896ec1f7fda086bb5950eda0e493f798eadaf5801493ac2c9537ae74e","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":"2026-08-07T08:35:30.538907Z","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:caf035771af6f70d49fab3ba9b13bbb245825c9e4b6a4d8bd648e59aa6b4ef10","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":"2026-08-07T08:35:30.538907Z","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:d44c8e1814381dbcf1b2ba3909d616d4e7d58405bebf9c6268170207959a9aef","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":"2026-08-07T08:35:30.538907Z","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":"sha256:50f51508b328a36046d99028cc838b82a114d912d7e085f8b951efc87a8e914e","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":"2026-08-07T08:35:30.538907Z","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:da9281bb658a3b353533e900f24cb187666f2ceae7be3d3e562049b2510a8248","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":"2026-08-07T08:35:30.538907Z","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":"sha256:0b331d5eb66720d3661a73235c35d809034e4d2cdd4ba7d65d3b7a9c79c7f823","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":"2026-08-07T08:35:30.538907Z","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":"sha256:039dc809c17caf47fd2bf99330d773a28028baec68de339e47daaa3182833b68","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":"2026-08-07T08:35:30.538907Z","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:cc862d674d5adaf029de3fd00ff58719cab1d4abc6fadc43d4bb744131f51329","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":"2026-08-07T08:35:30.538907Z","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":"sha256:3077b9feff3f6d4c562dee8824d280e5e26c1f96874229e15948d3dc9e0ebfa4","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":"2026-08-07T08:35:30.538907Z","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:ea1d527fd09368be107fcc952877db0f1ec0ef259da946fa40ea014c33dde098","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":"2026-08-07T08:35:30.538907Z","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:de29b1810c4ad2932de5036ac21e615cbbf4553e3a2553df7ec8fcd4c3ff4100","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":"2026-08-07T08:35:30.538907Z","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:bb83b1bf5638504d8d6e3cdd38af5f970ecdd6d7cb7f8a3d88d5d9f8c019c340","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":"2026-08-07T08:35:30.538907Z","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":"sha256:3ed900eaa64bbd26f8b22045455acd206ab629a274630cadad6d733597b0301c","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":"2026-08-07T08:35:30.538907Z","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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 0 inbound Pith citation observations for arXiv:2607.09259."}