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Paper Citation Record · LEDGER

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture

As of 13 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.17035.

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

pith.paper-citation-record.v1
2607.17035 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T19:16:37.911568Z

measured 15 of 15 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+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

15 of 15 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved15
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ced17b26-1ee7-45a0-b0fb-21175f0ba1ac · outbound

This paper cites an unresolved cited work.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Unresolved cited work

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-01T19:16:36.554406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.554406Z digest=sha256:088b1c5f7ff6124c8bbc080c029a132f3f3ad0544c51cf3a28ccddc28220aa5d

Observation 517f38ba-f920-4838-845a-8f0b1c37332c · outbound

This paper cites Internet of Things (IoT) market size, share & industry analysis, by component, by deployment, by enterprise type, by industry, and regional forecast, 2026–2034,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Internet of Things (IoT) market size, share & industry analysis, by component, by deployment, by enterprise type, by industry, and regional forecast, 2026–2034,

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T19:16:36.601901Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.601901Z digest=sha256:7c160474e405c10b22449f2ed3047b3203731ddc96b13d3101a48bbd6bea2026

Observation 19000552-a742-4037-a557-82af1b8cdf84 · outbound

This paper cites (2026) Iot hacking statistics 2026 — global trends and key insights.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture (2026) Iot hacking statistics 2026 — global trends and key insights

Reference 3

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unresolved
no resolver link, observed 2026-08-01T19:16:36.735696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.735696Z digest=sha256:004759e2e80b7766b20c40b19d7c588921544d5429052def3821adaab244a995

Observation dfc51bba-a697-48f2-bbcd-4aafadb061cf · outbound

This paper cites Zero trust ar- chitecture,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Zero trust ar- chitecture,

Reference 4

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unresolved
no resolver link, observed 2026-08-01T19:16:36.822356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.822356Z digest=sha256:0baa47b2dc0cc33a2bd43394d894d4b49538bbf5b98e417201ea7c13fd0d2a25

Observation 9f8660e4-5c93-4e19-9a00-a3126ef72709 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Communication-efficient learning of deep networks from decentralized data,

Reference 5

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unresolved
no resolver link, observed 2026-08-01T19:16:36.890696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.890696Z digest=sha256:d9a0aa1a502e46525c77458de48b05fc520bf3e5658ba2eaecbfa63f0d7ffe4b

Observation 6c601d05-f93b-4a07-b12a-5f4ad0bc2ba4 · outbound

This paper cites Future industry internet of things with zero-trust security,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Future industry internet of things with zero-trust security,

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-01T19:16:36.979377Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.979377Z digest=sha256:0a7be9c643d8a79081bb5c1b2ae33abb7bdfef147393a08af6127b9bb1a94d65

Observation 08702e1e-1ef5-4469-a701-854cca19539b · outbound

This paper cites Zero-trust hierarchical management in iot,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Zero-trust hierarchical management in iot,

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-01T19:16:37.042236Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.042236Z digest=sha256:db00a905af54233fceaeca75c4786dd724a854d5dc829ada07ba6250aec328f7

Observation f79a23bb-fd8b-49d6-b41b-bd25fa8d5e5a · outbound

This paper cites Flexible zero trust architecture for the cybersecurity of industrial iot infrastructures,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Flexible zero trust architecture for the cybersecurity of industrial iot infrastructures,

Reference 8

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unresolved
no resolver link, observed 2026-08-01T19:16:37.132564Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.132564Z digest=sha256:4d5ccd7744f7878514a78b4d148fb57279481f72a5bb59ec31231a759a0e7db4

Observation b0a71507-2d4f-4447-a065-dfcfa58feaf9 · outbound

This paper cites Recent advances on federated learning for cybersecurity and cybersecurity for federated learning for internet of things,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Recent advances on federated learning for cybersecurity and cybersecurity for federated learning for internet of things,

Reference 9

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unresolved
no resolver link, observed 2026-08-01T19:16:37.236907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.236907Z digest=sha256:9767e20efbac8fd7dbef863180f9eb884010147a78263f51fba2116b60a0aae9

Observation d15f2c41-76d4-46fb-8bb6-fd8e296260a7 · outbound

This paper cites Federated-learning-based anomaly detection for iot security attacks,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Federated-learning-based anomaly detection for iot security attacks,

Reference 10

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unresolved
no resolver link, observed 2026-08-01T19:16:37.374396Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.374396Z digest=sha256:a5e5a75e0e3ed4ca6a2fe86c456e6369c7201554e29886ee93ed91c8e490789d

Observation 23eb3f46-ba84-44a4-ba8e-98e6296ca984 · outbound

This paper cites Federated learning for malware detection in iot devices,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Federated learning for malware detection in iot devices,

Reference 11

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unresolved
no resolver link, observed 2026-08-01T19:16:37.524349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.524349Z digest=sha256:d694a1fd65b815cc53d7d131c741c130a91f093005415cb281ba8969533229ba

Observation ed1e3fbc-acca-45d7-a86d-a27971c3ebc0 · outbound

This paper cites An llm-based framework for finger- printing internet-connected devices,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture An llm-based framework for finger- printing internet-connected devices,

Reference 12

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unresolved
no resolver link, observed 2026-08-01T19:16:37.653703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.653703Z digest=sha256:17bc9f91961b2ab3645847e5e305f23aaf47f6ca4bfd6eeeed1d93a957feba14

Observation d5b394e5-c332-45bf-858e-dd1543e8a5c3 · outbound

This paper cites LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems

Reference 13

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unresolved
no resolver link, observed 2026-08-01T19:16:37.801853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.801853Z digest=sha256:6c8097c0f72feea9520b0e5d231d1995d60c6f04fbfad50a824aab6e2ed4ef0a

Observation d75998a0-e5f7-49aa-a78f-fe19815843cd · outbound

This paper cites Security in the internet of things: A survey on application layer protocols,.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Security in the internet of things: A survey on application layer protocols,

Reference 14

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unresolved
no resolver link, observed 2026-08-01T19:16:37.911568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:37.911568Z digest=sha256:ef70d951228d43e67d27f5eb2bbb57dd05411874a8a26b43f756655623072784

Observation f89ae52b-4150-42e0-b85f-8c1b86726dec · outbound

This paper cites Available: https://www.fortunebusinessinsights.com/ industry-reports/internet-of-things-iot-market-100307.

Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Available: https://www.fortunebusinessinsights.com/ industry-reports/internet-of-things-iot-market-100307

Reference 2026

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unresolved
no resolver link, observed 2026-08-01T19:16:36.660070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T19:16:36.660070Z digest=sha256:da170a2dbacd32c39f059819dd6a296873d4266be5c48008aafdc88dd7415f3d

Pith citing papers

No inbound Pith citation observations are available.