Unsupervised Feature Selection for Outlier Detection on Streaming Data to Enhance Network Security

Over the past couple of years, machine learning methods—especially the outlier detection ones—have anchored in the cybersecurity field to detect network-based anomalies rooted in novel attack patterns. However, the ubiquity of massive continuously generated data streams poses an enormous challenge t...

Бүрэн тодорхойлолт

Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Michael Heigl, Enrico Weigelt, Dalibor Fiala, Martin Schramm
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2021-12-01
Цуврал:	Applied Sciences
Нөхцлүүд:	feature selection outlier detection intrusion detection network security machine learning online learning
Онлайн хандалт:	https://www.mdpi.com/2076-3417/11/24/12073
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!