Open Access

ARTICLE

A Shadowed Rough-fuzzy Clustering Algorithm Based on Mahalanobis Distance for Intrusion Detection

Lina Wang^1,2,*, Jie Wang³, Yongjun Ren⁴, Zimeng Xing¹, Tao Li¹, Jinyue Xia⁵

1 School of Artificial Intelligence, Nanjing University of Information Science and Technology, Nanjing, 210044, China
2 Southern Marine Science and Engineering Guangdong Laboratory (Zhuhai), Zhuhai, 519080, China
3 School of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, 210044, China
4 School of Computer and software, Nanjing University of Information Science and Technology, Nanjing, 210044, China
5 International Business Machines Corporation (IBM), New York, NY, 10504, USA

* Corresponding Author: Lina Wang. Email: