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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Үндсэн зохиолчид:	Yi‐feng Wang, Yuan‐bo Guo, Chen Fang
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Wiley 2023-03-01
Цуврал:	IET Information Security
Нөхцлүүд:	generalised zero‐shot learning hyper‐spherical variational auto‐encoders unknown malicious behaviours user and entity behaviour analytics
Онлайн хандалт:	https://doi.org/10.1049/ise2.12088
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!