36 citations · 51 across the 8 of their papers we have counts for
9 papers
Replay Attack Detection Based on Parity Space Method for Cyber-Physical Systems
Dong Zhao, Yang Shi, Steven X. Ding +2
The replay attack detection problem is studied from a new perspective based on parity space method in this paper. The proposed detection methods have the ability to distinguish sys…
Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems
Linlin Li, Steven X. Ding, Ketian Liang +2
This paper is dedicated to control theoretically explainable application of autoencoders to optimal fault detection in nonlinear dynamic systems. Autoencoder-based learning is a st…
An alternative paradigm of fault diagnosis in dynamic systems: orthogonal projection-based methods
Steven X. Ding, Linlin Li, Tianyu Liu
In this paper, we propose a new paradigm of fault diagnosis in dynamic systems as an alternative to the well-established observer-based framework. The basic idea behind this work i…
Graph neural network-based fault diagnosis: a review
Zhiwen Chen, Jiamin Xu, Cesare Alippi +4
Graph neural network (GNN)-based fault diagnosis (FD) has received increasing attention in recent years, due to the fact that data coming from several application domains can be ad…
From Generalized Gauss Bounds to Distributionally Robust Fault Detection with Unimodality Information
Chao Shang, Hao Ye, Dexian Huang +1
Probabilistic methods have attracted much interest in fault detection design, but its need for complete distributional knowledge is seldomly fulfilled. This has spurred endeavors i…
Application of the unified control and detection framework to detecting stealthy integrity cyber-attacks on feedback control systems
Steven X. Ding, Linlin Li, Dong Zhao +2
This draft addresses issues of detecting stealthy integrity cyber-attacks on automatic control systems in the unified control and detection framework. A general form of integrity c…