Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:27:16.152758Z
Paper Citation Record · LEDGER
As of 10 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2507.10819.
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 2026-08-06T17:27:16.152758Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation d9b17a46-3407-4f60-82b3-efbeb2166563 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER DeepIFS: Intrusion detection approach for industrial internet of things traffic in fog environ- ment
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 80d3c3eb-7a30-407b-927d-6a44ad8107f7 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER ¿Qu´ e es el secuestro de sesi´ on? [2025]
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dfc70c97-fe27-4c77-89a0-7d46a82e4c7e · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER The Industrial Internet of Things (IIoT): An analysis framework
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36cb12e0-1b77-4f48-888e-4d3b7393cfe3 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Evaluation of CAN bus security challenges
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 85618661-911b-43f3-96a7-b3376bae946a · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER DDoS attacks in Industrial IoT: A survey
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 00e444fe-54b6-4b2b-a9d9-516475cb9fe0 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Industrial Internet Consortium
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 61cde96c-f04d-473b-bc79-34b5470dd1dc · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER The Industrial Internet Reference Architecture (IIRA)
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fd10d463-dfe4-4b8d-9e25-3b7e62dd5fc7 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Cyber Kill Chain ®
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f81fe34b-9826-4de8-b7bc-41103be0c1c0 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER MITRE ATT&CK® Framework
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 279b485c-3f95-4d89-acaa-60816046f6f7 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER An´ alisis a la utilizaci´ on de protocolos de inter- conexi´ on para internet de las cosas: Una revisi´ on sistem´ atica
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e15b54b7-a1c3-4b26-8ac8-2c1fcfbc694e · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Stuxnet: What Has Changed?
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5621dbd2-488f-447d-ac22-34e5c6485801 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER A survey on the application of WirelessHART for industrial process monitoring and control
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3eaf7cca-ca36-4649-8c83-8c52374237bb · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Robustness evaluations of sustainable machine learning models against data poisoning attacks in the internet of things
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f2556823-f794-4aa6-bbfd-61ebaabbb258 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER A hybrid CNN-LSTM model for IIoT edge privacy-aware intrusion detection
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f00c8cf1-9986-48f3-b553-749599cff0f7 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Edge-IIoTset: A new comprehensive realistic cyber security dataset of IoT and IIoT applications for centralized and federated learning
Reference 16
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 738efed3-c910-4c8f-bdfa-8e0ab8fcb3b5 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Increasing the trustworthiness in the industrial IoT networks through a reliable cyberattack detection model
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b01f8c57-2c22-4b4a-adb7-07af81c92314 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER X-IIoTID: A Connectivity- and Device-agnostic Intrusion Dataset for Industrial Internet of Things
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a1227e24-6703-4fc5-9323-339add08e054 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Federated Learning for Computer Vision
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 60c1a7e8-a003-408c-8400-625213d0925a · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Security challenges in SCADA systems over wireless sensor and actuator networks
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f6421492-6b73-4357-affa-aeff1dc9de54 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER An intrusion detection system for edge-envisioned smart agriculture in extreme environment
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ddcbb8c5-c378-4b98-8cc9-f497e448442b · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Establecimiento de la confianza en entornos IoT, IIoT y OT
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c91950fc-7544-46d8-b58a-7928c4d7c87f · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER A Comprehensive Review of Cyber Security Vulnerabilities, Threats, Attacks, and Solutions
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8d4c2ff9-59ac-452e-92a4-d223b09a5523 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Trojan Horses: A Review
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fe656312-b6ef-40b5-8f2d-d04344068248 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Artificial Intelligence-Based Malware Detection, Analysis, and Mitigation
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 93c0f6e5-d388-4f03-a077-5dd8d020e3e2 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER IoT, IIoT, and cyber-physical systems integration
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4cd36e3f-7296-4311-810b-efd7256105a3 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Situation aware intrusion detection system design for industrial IoT gateways
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8e6a3ce3-6a42-48c2-a9fc-1be8f48b65fb · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER A new network forensic framework based on deep learning for internet of things networks: A particle deep framework
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1b54f84a-4496-4275-a9eb-996f67a4e9fc · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER SECBlockEdge: Security threats in blockchain-edge based industrial IoT networks
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 476b9e77-399e-4705-80f8-b43b4e7cce57 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Soluciones de defensa cibern´ etica de Mandiant
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 909d2060-374a-4393-b4bb-efe956e6e960 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Cybersecurity for Industrial IoT (IIoT): Threats, countermeasures, challenges and fu- ture directions
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 14ba9078-0324-4fb8-8597-8e0b5fe138e4 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Security of IoT application layer protocols: Challenges and findings
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 882283ce-052a-4752-b74a-0b38ef9ebb11 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Deep packet inspection in industrial automation control system to mitigate attacks exploiting modbus/TCP vulnerabilities
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c422912e-0dad-4da7-9f16-187143372f7a · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Security Issues in IIoT: A Comprehensive Survey of Attacks on IIoT and Its Countermeasures
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e5d45a87-ab7a-4839-89b0-26ec3e93f67f · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Edge computing in industrial internet of things: Architecture, advances and challenges
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14b408ac-893c-4d14-a6f8-014337510d2d · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Launch of denial of service attacks on the MODBUS/TCP protocol and development of its protection mechanisms
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4a55f68a-03a3-43ba-a636-631dfd05b1f5 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Secure IIoT networks with hybrid CNN-GRU model using edge-IIoTset
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eaae5cd0-682b-4f5e-b49c-8861491001d2 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Cybersecurity for Industrial IoT, Threats, Vulnerabilities, and Solutions: A Brief Review
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 7da63beb-0d29-479b-bb04-306ca9d5f6ae · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Challenges and opportunities in securing the industrial internet of things
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09b8972b-7912-4a46-a442-b72f4bdbad46 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Shoulder Surfing: Mucho cuidado, podr ´ ıas caer en este ataque cibern´ etico
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 965bea24-cc70-4d71-94af-ab61f1c44a1f · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Stouffer, J
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1ab1b4a4-4501-43a5-8f48-90b179d3f4bc · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Fieldbus technology in industrial automation
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 04260359-0d29-46b2-80ac-e945ba8a912f · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER MAGRU-IDS: A multi-head attention-based gated recurrent unit for intrusion detection in IIoT networks
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c8ee17b1-5898-4245-b33c-c205d79b3cf5 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER A survey on industrial internet of things: A cyber-physical systems perspective
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 993d290b-49e8-4d8e-a57f-c9dba366e8f2 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Architecture and security of SCADA systems: A review
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a2d201ad-9f5e-4bd8-b88b-ce24522e2826 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Hybrid intrusion detection system for edge-based IIoT relying on machine-learning-aided detection
Reference 46
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 09ee4852-9dbb-4004-8ac5-d2acda45eb71 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Sensor Attack Detection Based on Active Excitation Response with Uncertain Delays
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d88fc37c-5423-4425-8200-e3bd748d16df · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Cybersecurity Solutions for Industrial Internet of Things–Edge Computing Integration: Chal- lenges, Threats, and Future Directions
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 6eb987d8-8e43-484b-b1a1-a4c62b8be259 · outbound
Reporte de vulnerabilidades en IIoT. Proyecto DEFENDER Machine learning-based network vulnerability analysis of industrial internet of things
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
No inbound Pith citation observations are available.