Open Access

ARTICLE

RRCNN: Request Response-Based Convolutional Neural Network for ICS Network Traffic Anomaly Detection

Yan Du^1,2, Shibin Zhang^1,2,*, Guogen Wan^1,2, Daohua Zhou³, Jiazhong Lu^1,2, Yuanyuan Huang^1,2, Xiaoman Cheng⁴, Yi Zhang⁴, Peilin He⁵

1 Country School of Cybersecurity, Chengdu University of Information Technology, Chengdu, 610225, China
2 Advanced Cryptography and System Security Key Laboratory of Sichuan Province, Chengdu, 610225, China
3 DAQSOFT CO., LTD, Chengdu, 610213, China
4 Communication and Information Technology Center, Petro China Southwest Oil and Gas Company, Chengdu, 610057, China
5 School of Computing and Information, University of Pittsburgh, Pittsburgh, 152607, PA, USA

* Corresponding Author: Shibin Zhang. Email: