Paper Citation Record · LEDGER

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests

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.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.09259 v1

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T04:21:11.932996Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy0
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 699a2ea1-e78a-433e-8489-470fd2417b91 · outbound

This paper cites Exploiting spatial-temporal behavior patterns for fraud detection in telecom networks,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Exploiting spatial-temporal behavior patterns for fraud detection in telecom networks,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a60e3800-d9d8-4819-aba9-70a175cbe677 · outbound

This paper cites Telecommunications fraud increased 12% in 2023 equating to an estimated $38.95 bil- lion lost to fraud,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Telecommunications fraud increased 12% in 2023 equating to an estimated $38.95 bil- lion lost to fraud,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 1cd1ffc3-c529-4f51-9425-307a08391cd6 · outbound

This paper cites The telecom fraud landscape in 2026: How the industry is fighting back,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests The telecom fraud landscape in 2026: How the industry is fighting back,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 9b679208-8197-406b-9d0b-fbf4afcb1f14 · outbound

This paper cites Wangiri fraud detection: A comprehensive approach to unlabeled telecom data,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Wangiri fraud detection: A comprehensive approach to unlabeled telecom data,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 207e4422-e361-4b86-8c40-c221fadce3c1 · outbound

This paper cites On the road to 6G: Visions, requirements, key technologies, and testbeds,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests On the road to 6G: Visions, requirements, key technologies, and testbeds,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation be562934-bc48-412b-bf3c-ecca220d7cca · outbound

This paper cites A comprehensive survey on resource management in 6G network based on Internet of Things,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests A comprehensive survey on resource management in 6G network based on Internet of Things,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation d344b0fb-e6b0-4f50-8a20-6a685786797c · outbound

This paper cites Artificial intelligence advances in anomaly detection for telecom networks,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Artificial intelligence advances in anomaly detection for telecom networks,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Unavailable: canonical work link unavailable.

Observation 1298f0ce-dac8-4dc1-870c-cd7ed8d4cb5b · outbound

This paper cites Current time series anomaly detection benchmarks are flawed and are creating the illusion of progress,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Current time series anomaly detection benchmarks are flawed and are creating the illusion of progress,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Unavailable: canonical work link unavailable.

Observation 447a66ca-e13a-46dc-ba07-6a1d523dc4cb · outbound

This paper cites Leakage-aware benchmarking of temporal data prepa- ration for hourly energy forecasting,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Leakage-aware benchmarking of temporal data prepa- ration for hourly energy forecasting,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 91fed299-19c4-43b1-b346-f67f5f6fd327 · outbound

This paper cites European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests European Space Agency Benchmark for Anomaly Detection in Satellite Telemetry

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb59708e-c870-4184-964b-5bbe3c28d64c · outbound

This paper cites Beyond the individual: An improved telecom fraud detection approach based on latent synergy graph learning,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Beyond the individual: An improved telecom fraud detection approach based on latent synergy graph learning,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 25855041-b50a-4e4f-8f86-f4f358da0e81 · outbound

This paper cites Federated learning for telecom fraud detection: A privacy-preserving approach to overcoming data fragmentation and enhancing security,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Federated learning for telecom fraud detection: A privacy-preserving approach to overcoming data fragmentation and enhancing security,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Unavailable: canonical work link unavailable.

Observation 20ade836-668f-41ed-ac50-aada16c32480 · outbound

This paper cites Telecom fraud detection based on large language models: A multi-role, multi-layer prompting strategy,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Telecom fraud detection based on large language models: A multi-role, multi-layer prompting strategy,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 89fbb821-407e-429a-b60b-3452bf22dee8 · outbound

This paper cites Blockchain in communication networks: A comprehensive review,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Blockchain in communication networks: A comprehensive review,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Unavailable: canonical work link unavailable.

Observation 512454ed-5905-4518-8750-0d7d1a24c840 · outbound

This paper cites Hybrid telecom fraud detection with machine learning, large language models, and blockchain,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Hybrid telecom fraud detection with machine learning, large language models, and blockchain,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 72bdfc0c-e916-4d64-b3ab-90f11499ada6 · outbound

This paper cites Telecom fraud detection via Hawkes-enhanced sequence model,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Telecom fraud detection via Hawkes-enhanced sequence model,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation e758161e-79b7-438a-8efe-ec6fc8a8bd7a · outbound

This paper cites GAT-COBO: Cost-sensitive graph neural network for telecom fraud detection,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests GAT-COBO: Cost-sensitive graph neural network for telecom fraud detection,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 3e76780f-fbd7-4b02-81b3-d1036da71fee · outbound

This paper cites Ai anomaly detection for cloudified mobile core architectures,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Ai anomaly detection for cloudified mobile core architectures,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 826f62ed-17ea-4605-a277-4469cb4c87d0 · outbound

This paper cites Real-time adaptive anomaly detection in industrial iot envi- ronments,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Real-time adaptive anomaly detection in industrial iot envi- ronments,

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation f65aa695-a874-40d4-a838-0b922426df40 · outbound

This paper cites Federated learning for 6G security: A survey on threats, solutions, and research directions,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Federated learning for 6G security: A survey on threats, solutions, and research directions,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Unavailable: canonical work link unavailable.

Observation 6d65d5ec-d4de-42af-b9ae-15a391fa9e54 · outbound

This paper cites Toward securing federated learning against poisoning attacks in zero touch b5g networks,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Toward securing federated learning against poisoning attacks in zero touch b5g networks,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 71cd624d-0bfe-4ad6-a0d3-061d161a5089 · outbound

This paper cites Telecom fraud recognition based on large language model neuron selection,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Telecom fraud recognition based on large language model neuron selection,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation a74fada8-4dca-4c45-af2a-84b24f321376 · outbound

This paper cites Nx- GenT: A decentralized trust system for B5G and 6G networks based on blockchain and smart contracts,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Nx- GenT: A decentralized trust system for B5G and 6G networks based on blockchain and smart contracts,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation ddca8793-4027-4d62-9069-3c2b0c8fde86 · outbound

This paper cites Blockchain for dynamic spectrum access and network slicing: A review,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Blockchain for dynamic spectrum access and network slicing: A review,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 5c7d9bc6-9c39-48ec-b3be-285792b19e35 · outbound

This paper cites Distributed-proof-of-sense: Blockchain consensus mechanisms for detecting spectrum access vio- lations of the radio spectrum,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Distributed-proof-of-sense: Blockchain consensus mechanisms for detecting spectrum access vio- lations of the radio spectrum,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 0a8cad0b-d95f-4e84-916e-aa407f424bf3 · outbound

This paper cites Trust aware and explainable access control for Internet of Medical Things: A lightweight hybrid blockchain approach,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests Trust aware and explainable access control for Internet of Medical Things: A lightweight hybrid blockchain approach,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation 381112ad-c2fd-47ac-a524-4ddecf3acf8c · outbound

This paper cites TRADE-5G: A blockchain- based transparent and secure resource exchange for 5G network slicing,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests TRADE-5G: A blockchain- based transparent and secure resource exchange for 5G network slicing,

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Observation d44637b2-0df4-40a0-a4ea-8263e7cc0205 · outbound

This paper cites The OPS-SAT benchmark for detecting anomalies in satellite telemetry,.

Blockchain-Linked Auditable Decision Management for Telecom/IoT Fraud-Control Requests The OPS-SAT benchmark for detecting anomalies in satellite telemetry,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-13T04:21:11.932996Z

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Pith citing papers

No inbound Pith citation observations are available.