Mining temporal attack patterns from cyberthreat intelligence reports

Cyberthreat intelligence (CTI) reports on past cyberattacks describe the sequence of actions of attackers in terms of time. The sequence contains temporal relations among attack actions, such as a malware is first downloaded and then executed . Information related to temporal relations enables cyber...

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Bibliographic Details
Published in:	Knowledge and information systems Vol. 67; no. 10; pp. 8941 - 8981
Main Authors:	Rahman, Md Rayhanur, Wroblewski, Brandon, Matthews, Quinn, Morgan, Brantley, Menzies, Timothy, Williams, Laurie
Format:	Journal Article
Language:	English
Published:	London Springer London 01.10.2025 Springer Nature B.V
Subjects:	Best practice Computer Science Countermeasures Cybercrime Cybersecurity Data Mining and Knowledge Discovery Database Management Datasets Graphical representations Information retrieval Information Storage and Retrieval Information Systems and Communication Service Information Systems Applications (incl.Internet) Intelligence IT in Business Knowledge management Knowledge representation Large language models Machine learning Malware Natural language processing Tactics Techniques Temporal relation attack graph Procedures MITRE ATT& CK CTI reports TimeML Cyberthreat intelligence Knowledge graph
ISSN:	0219-1377, 0219-3116
Online Access:	Get full text
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