Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

In recent years, the number of malware and infected hosts has increased exponentially, which causes great losses to governments, enterprises, and individuals. However, traditional technologies are difficult to timely detect malware that has been deformed, confused, or modified since they usually det...

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Bibliographische Detailangaben

Veröffentlicht in:	Security and communication networks 2019, Vol.2019 (2019), p.1-11
Hauptverfasser:	Jiang, Tianyu, Hu, Teng, Zhang, Xiaosong, Li, Ting, Niu, Weina, Wu, Heng
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Behavior Clustering Command and control Communication Headers Internet service providers Machine learning Malware Protocol (computers) Servers Traffic speed
Online-Zugang:	Volltext
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