A common method: build a predictive model, eg, AR, LDS, RNN models: x (t)= f (x {t− p: t− 1}, u {t− p: t− 1}; θ)► x {t− p: t− 1} the sensor measurements from time t− p to t− 1► u {t− p: t− 1} …
Anomaly detection in industrial control and cyber-physical systems has gained much attention over the past years due to the increasing modernisation and exposure of industrial …
E Bou-Harb - 2016 8th IFIP International Conference on New …, 2016 - ieeexplore.ieee.org
The security of Cyber-Physical Systems (CPS) has been recently receiving significant attention from the research community. To this end, this paper sheds the light on a number of …
W Hao, T Yang, Q Yang - IEEE Transactions on Automation …, 2021 - ieeexplore.ieee.org
Critical industrial infrastructures are currently facing increasing cyberspace threats in their underlying information and communication systems. The advanced monitoring, control, and …
The increasing interconnection of industrial networks exposes them to an ever-growing risk of cyber attacks. To reveal such attacks early and prevent any damage, industrial intrusion …
Although the security of Cyber-Physical Systems (CPS) has been recently receiving significant attention from the research community, undoubtedly, there still exists a substantial …
Online food security and industrial environments and sustainability-related industries are highly confidential and in urgent need for network traffic analysis to attain proper security …
T Yang, W Hao, Q Yang, W Wang - Expert Systems with Applications, 2023 - Elsevier
Industrial cyber-physical systems (ICPSs) are facing increasing cyber threats that can cause catastrophes in the physical systems. Efficient network traffic anomaly detection is essential …
Abstract Industrial Control Systems (ICS) are found in critical infrastructure, such as, water treatment plants and oil refineries. ICS are often the target of cyber-attacks leading to …