Detecting cyber-attacks undoubtedly has become a big data problem.This paper presents a tutorial on data mining based cyber-attack detection.First,a data driven defence framework is presented in terms of cyber security situational awareness.Then,the process of data mining based cyber-attack detection is discussed.Next,a multi-loop learning architecture is presented for data mining based cyber-attack detection.Finally,common data mining techniques for cyber-attack detection are discussed.
展开▼
