Ability to Detect the Linear Attack in Industrial Control Systems by CUSUM Method

Authors: Cung Thành Long*, Nguyễn Đức Dương*, Lê Minh Thùy

Abstract

This paper presents the ability to apply the Cumulative Sum (CUSUM) method to detect linear attacks, in case the Kullback – Leibler (K-L) method cannot detect. In order to do this, we investigated to find linear attack matrices, for which the K-L method was surpassed in the range of detection threshold from 0 to 176.76 and applying for heat mixing process, which is used in food plants. Then, the found linear attack matrices were used to find the detection threshold of the CUSUM method. By analyzing the tested results, which is implemented on simulation data, we have determined a suitable range of threshold for CUSUM method to detect linear attacks, when the K-L method is failed to detect.

Keyword

Linear attack, CUSUM method, Kullback–Leibler divergence method
Pages : 14-20

Related Articles:

Authors : Trần Phạm Quỳnh Phương2 , Vũ Thị Hồng Khanh*
Authors : Nguyễn Hồng Thái *, Nguyễn Thành Trung, Lưu Xuân Nghĩa, Nguyễn Thùy Dương
Authors : Hồ Thanh Tùng, Phạm Văn Việt, Hoàng Anh Tuấn, Lê Anh Tuấn*