Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T11:03:27.861580Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2506.03551.
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 2026-08-07T11:03:27.861580Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
45 of 45 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 77fcf767-a500-4289-8199-3f737bf5bda2 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Sharing machine learning models as indicators of compromise for cyber threat intelligence,
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fb14bb37-6486-4320-9eea-51c066c3da58 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds An apt event extraction method based on bert-bigru-crf for apt attack detection,
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 78ac89bb-65e3-4aab-8e40-4b5d57e71a79 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Attack behavior extraction based on heterogeneous cyberthreat intelligence and graph convolutional networks,
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1268e4da-5d78-47d9-ace9-4217c19dbb7b · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Design of remote upgrade system for data processing unit in marine engine room simulator,
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4cb9a31-4226-4329-8931-2253d15cadc9 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Improving the iot attack classification mecha- nism with data augmentation for generative adversarial networks,
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ff1385f-fe17-412c-8b0a-1ac1d1bdfcbe · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Incorporating cyber threat intelligence into complex cyber-physical systems: A stix model for active buildings,
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c0e68639-28f7-4ed3-b844-162ed19d2fc1 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Authentication of iot device and iot server using security key
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b0a1705c-f68f-424d-ae1f-fe21bd0d979c · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Semantic ranking for automated adversarial technique annotation in security text
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77e437a2-67f6-4eb7-8bd3-f5bc8c3285c5 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Sok: The impact of unlabelled data in cyberthreat detection
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c42f49f7-8a73-4135-b0d4-c2930329b6cc · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds To ttp or not to ttp?: Exploiting ttps to improve ml-based malware detection
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba779d79-0c5b-4c73-9891-808fcaa9383d · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A multi-attribute approach for cyber threat intelligence product and services selection,
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation db48e7dc-d662-4073-8347-679af058d4bb · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Cyber-threat perception and risk management in the swedish financial sector,
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 137e92e0-2e80-4b4b-a573-bc9502b1f9f5 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds What s in a cyber threat intelligence sharing platform?
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 64e1b017-464c-4685-a70e-2e7030373151 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A review of state- of-the-art malware attack trends and defense mechanisms,
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e4040a9-9dcb-406c-8e5f-bab7010fe087 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A shared cyber threat intelligence solution for smes,
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 07d7697a-dd3b-46e8-925d-c5434572be25 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A systematic review on research utilising artificial intelligence for open source intelligence (osint) applications,
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f1c91021-9f0d-41c2-b7bf-daccfe33d3b5 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Enhancing cyber-threat intelligence in the arab world: Leveraging ioc and misp integration,
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c1fb3dc8-3e35-4ae3-aa27-cdb72321d115 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Ransomware detection using machine learning: A review, research limitations and future directions,
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9bbbf6bf-a1e7-40b9-968e-110699bec395 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A methodology to evaluate standards and platforms within cyber threat intelligence,
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 1e7efaa1-852a-433a-92e1-f26f1607b40c · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Understanding the inward emotion- focused coping strategies of individual users in response to mobile malware threats,
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 909826ae-6423-428b-8afb-9b5f62762b4f · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Understanding indicators of compromise against cyber-attacks in industrial control systems: A security perspective,
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 26286083-1ae0-47f6-b7e0-385380e61431 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds The need for cyber- security self-evaluation in healthcare,
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5b2af1b1-03fc-45a5-907f-99cbea9d9210 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Rama: a risk assessment solu- tion for healthcare organizations,
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b06cc327-eb85-4614-aa69-a5c74ebbd66f · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Malware threat on edge/fog computing environments from internet of things devices perspective,
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b98bcf8d-56a1-42fa-a820-9a30a7d1d460 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Interoperability challenges in the cybersecurity information sharing ecosystem,
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0ee6f744-7477-49e7-be16-42aac73e06a7 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Factors affecting corporate security policy effec- tiveness in telecommuting,
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e6b6601f-488f-4c13-b838-55fb9845569e · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds E2e-rds: Efficient end-to- end ransomware detection system based on static-based ml and vision- based dl approaches,
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82208eac-7296-4cb7-bf0d-d95e1020d402 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Distributed security framework for reliable threat intelligence sharing,
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5d1d210e-7586-4e6d-a8aa-bb1c4e23ed17 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Unresolved cited work
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6e211970-538b-43f3-b11c-8eaa4bc4216d · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Cyber threat: its origins and consequence and the use of qualitative and quantitative methods in cyber risk assessment,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 77e190d1-50fe-4514-ab79-e568919a8228 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Building collaborative cybersecurity for critical infrastructure protec- tion: Empirical evidence of collective intelligence information sharing dynamics on threatfox,
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c9e19a10-ab14-4ba4-bdcb-fc497fcdbd3f · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Cutting-edge assets for trust in 5g and beyond: Requirements, state of the art, trends, and challenges,
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2f1f35b2-277c-41a9-aeda-651f66e48689 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Cyber threat intelligence framework for incident response in an energy cloud platform,
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5a43aca9-ccd5-46d1-9934-97bff38fc033 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds A reference model for cyber threat intelligence (cti) systems,
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ddcc3012-22c2-4d24-b7aa-5d8cbb7f495d · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Automatic decision tree-based nidps ruleset generation for dos/ddos attacks,
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b10712c3-293e-45ef-8d2d-615a7bdb95da · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Blockchain- based cyber threat intelligence sharing using proof-of-quality consensus,
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31a3383d-d5a4-4e13-ada3-b25cd80a840c · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Which algorithm can detect unknown attacks? comparison of supervised, unsupervised and meta-learning algorithms for intrusion detection,
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 987b7b69-6475-4eaf-8c34-e5fe12b20e3f · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Securing smart cities through machine learning: A honeypot-driven approach to attack detection in internet of things ecosystems,
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6afae217-0f9a-4c67-927a-49e249811c7f · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Malgra: Machine learning and n-gram malware feature extraction and detection system,
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 053e07be-4a3a-4b34-a252-6b68aeae8b9c · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Enhancing cyber-resilience for small and medium-sized organizations with prescriptive malware analysis, detection and response,
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation be7bcda5-1232-4021-a93a-c4cd23a55563 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Enhancing cyber threat identification in open-source intelligence feeds through an improved semi-supervised generative adversarial learning approach with contrastive learning,
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b804519c-b901-4ad9-8aaa-58c690713b90 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Comparative experiment on ttp classification with class imbalance using oversampling from cti dataset,
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e8e5ee6a-d163-4a39-993e-49eb3e6ef3c6 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Anomaly detection in cybersecurity datasets via cooperative co- evolution-based feature selection,
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5f2fd0d5-db20-4e4e-97ea-670328a526ff · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds An efficient hybrid feature selection technique toward prediction of suspicious urls in iot environment,
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 07cdbd9d-153f-450c-8495-4ca0dc277e11 · outbound
A Threat Intelligence Event Extraction Conceptual Model for Cyber Threat Intelligence Feeds Mor- phosyntactic probing of multilingual bert models,
Reference 45
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.