Deep learning-based prediction of reflection attacks using NetFlow data

Chuah, Edward; Jhumka, Arshad; Ayesh, Aladdin

Deep learning-based prediction of reflection attacks using NetFlow data

dc.contributor.author	Chuah, Edward
dc.contributor.author	Jhumka, Arshad
dc.contributor.author	Ayesh, Aladdin
dc.contributor.institution	University of Aberdeen.Cybersecurity and Privacy	en
dc.contributor.institution	University of Aberdeen.Computing Science	en
dc.contributor.institution	University of Aberdeen.Natural & Computing Sciences	en
dc.date.accessioned	2025-06-11T11:18:01Z
dc.date.available	2025-06-11T11:18:01Z
dc.date.issued	2025-09
dc.description.status	Peer reviewed	en
dc.format.extent	18
dc.format.extent	685114
dc.format.extent	781627
dc.identifier	304016527
dc.identifier	fabbad09-b748-4426-b37e-713ee8850781
dc.identifier	105005408083
dc.identifier.citation	Chuah, E, Jhumka, A & Ayesh, A 2025, 'Deep learning-based prediction of reflection attacks using NetFlow data', Computers & Security, vol. 156, 104527. https://doi.org/10.1016/j.cose.2025.104527	en
dc.identifier.doi	10.1016/j.cose.2025.104527
dc.identifier.issn	0167-4048
dc.identifier.other	ORCID: /0000-0002-5883-6113/work/185644566
dc.identifier.other	ORCID: /0000-0002-8659-1803/work/185646206
dc.identifier.uri	https://hdl.handle.net/2164/25554
dc.language.iso	eng
dc.relation.ispartof	Computers & Security	en
dc.subject	Large networks	en
dc.subject	Reflection attack prediction	en
dc.subject	NetFlow data	en
dc.subject	Deep learning models	en
dc.subject	Recurrent Neural Network	en
dc.subject	Long Short-Term Memory	en
dc.subject	Temporal Convolutional Network (TCN)	en
dc.subject	QA75 Electronic computers. Computer science	en
dc.subject	Supplementary Data	en
dc.subject	DAS	en
dc.subject	Link	en
dc.subject.lcc	QA75	en
dc.title	Deep learning-based prediction of reflection attacks using NetFlow data	en
dc.type	Journal article	en

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