A semantic‐based method for analysing unknown malicious behaviours via hyper‐spherical variational auto‐encoders

Abstract In the User and Entity Behaviour Analytics (UEBA), unknown malicious behaviours are often difficult to be automatically detected due to the lack of labelled data. Most of the existing methods also fail to take full advantage of the threat intelligence and incorporate the impact of the behav...

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Principais autores:	Yi‐feng Wang, Yuan‐bo Guo, Chen Fang
格式:	Artigo
语言:	Inglês
出版:	Wiley 2023-03-01
丛编:	IET Information Security
主题:	generalised zero‐shot learning hyper‐spherical variational auto‐encoders unknown malicious behaviours user and entity behaviour analytics
在线阅读:	https://doi.org/10.1049/ise2.12088
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