Malware Detection with Deep Neural Network Using Process Behavior. - Shun Tobiyama; Yukiko Yamaguchi; Hajime Shimada; Tomonori Ikuse; Takeshi Yagi (COMPSAC Workshops, 2016)

A method for estimating process maliciousness with Seq2Seq model. - Shun Tobiyama; Yukiko Yamaguchi; Hirokazu Hasegawa; Hajime Shimada; Mitsuaki Akiyama; Takeshi Yagi (ICOIN, 2018)

Using Seq2Seq Model to Detect Infection Focusing on Behavioral Features of Processes. - Shun Tobiyama; Yukiko Yamaguchi; Hirokazu Hasegawa; Hajime Shimada; Mitsuaki Akiyama; Takeshi Yagi (J. Inf. Process., 2019)

Large-Scale Network-Traffic-Identification Method with Domain Adaptation. - Shun Tobiyama; Bo Hu; Kazunori Kamiya; Kenji Takahashi (WWW (Companion Volume), 2020)