Unknown Attack Detection by Multistage One-Class SVM Focusing on Communication Interval. - Shohei Araki; Yukiko Yamaguchi; Hajime Shimada; Hiroki Takakura (ICONIP (3), 2014)

Subspace Clustering for Interpretable Botnet Traffic Analysis. - Shohei Araki; Kneji Takahashi; Bo Hu; Kazunori Kamiya; Masaki Tanikawa (ICC, 2019)