Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T19:16:37.911568Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-01T19:16:37.911568Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
15 of 15 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation ced17b26-1ee7-45a0-b0fb-21175f0ba1ac · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Unresolved cited work
Reference 1
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 517f38ba-f920-4838-845a-8f0b1c37332c · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19000552-a742-4037-a557-82af1b8cdf84 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture (2026) Iot hacking statistics 2026 — global trends and key insights
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dfc51bba-a697-48f2-bbcd-4aafadb061cf · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Zero trust ar- chitecture,
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f8660e4-5c93-4e19-9a00-a3126ef72709 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Communication-efficient learning of deep networks from decentralized data,
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6c601d05-f93b-4a07-b12a-5f4ad0bc2ba4 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Future industry internet of things with zero-trust security,
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08702e1e-1ef5-4469-a701-854cca19539b · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Zero-trust hierarchical management in iot,
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f79a23bb-fd8b-49d6-b41b-bd25fa8d5e5a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0a71507-2d4f-4447-a065-dfcfa58feaf9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d15f2c41-76d4-46fb-8bb6-fd8e296260a7 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Federated-learning-based anomaly detection for iot security attacks,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23eb3f46-ba84-44a4-ba8e-98e6296ca984 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture Federated learning for malware detection in iot devices,
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ed1e3fbc-acca-45d7-a86d-a27971c3ebc0 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture An llm-based framework for finger- printing internet-connected devices,
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d5b394e5-c332-45bf-858e-dd1543e8a5c3 · outbound
Federated Learning and LLM-Driven Threat Intelligence for Zero Trust IoT Architecture LLM-Based Threat Detection and Prevention Framework for IoT Ecosystems
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d75998a0-e5f7-49aa-a78f-fe19815843cd · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f89ae52b-4150-42e0-b85f-8c1b86726dec · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.