An ensemble deep learning-based cyber-attack detection in industrial control system
A Al-Abassi, H Karimipour, A Dehghantanha… - Ieee …, 2020 - ieeexplore.ieee.org
The integration of communication networks and the Internet of Things (IoT) in Industrial
Control Systems (ICSs) increases their vulnerability towards cyber-attacks, causing …
Control Systems (ICSs) increases their vulnerability towards cyber-attacks, causing …
Cyber-attacks detection in industrial systems using artificial intelligence-driven methods
W Wang, F Harrou, B Bouyeddou, SM Senouci… - International journal of …, 2022 - Elsevier
Modern industrial systems and critical infrastructures are constantly exposed to malicious
cyber-attacks that are challenging and difficult to identify. Cyber-attacks can cause severe …
cyber-attacks that are challenging and difficult to identify. Cyber-attacks can cause severe …
A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems
W Wang, F Harrou, B Bouyeddou, SM Senouci… - Cluster Computing, 2022 - Springer
Abstract Presently, Supervisory Control and Data Acquisition (SCADA) systems are broadly
adopted in remote monitoring large-scale production systems and modern power grids …
adopted in remote monitoring large-scale production systems and modern power grids …
Fusion of deep learning based cyberattack detection and classification model for intelligent systems
In recent years, the exponential growth of malware has posed a significant security threat to
intelligent systems. Earlier static and dynamic analysis methods fail to achieve effective …
intelligent systems. Earlier static and dynamic analysis methods fail to achieve effective …
Toward detection and attribution of cyber-attacks in IoT-enabled cyber–physical systems
AN Jahromi, H Karimipour… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Securing Internet-of-Things (IoT)-enabled cyber-physical systems (CPS) can be challenging,
as security solutions developed for general information/operational technology (IT/OT) …
as security solutions developed for general information/operational technology (IT/OT) …
Efficient cyber attack detection in industrial control systems using lightweight neural networks and pca
M Kravchik, A Shabtai - IEEE transactions on dependable and …, 2021 - ieeexplore.ieee.org
Industrial control systems (ICSs) are widely used and vital to industry and society. Their
failure can have severe impact on both the economy and human life. Hence, these systems …
failure can have severe impact on both the economy and human life. Hence, these systems …
A hybrid deep random neural network for cyberattack detection in the industrial internet of things
The Industrial Internet of Things (IIoT) refers to the use of traditional Internet of Things (IoT)
concepts in industrial sectors and applications. IIoT has several applications in smart homes …
concepts in industrial sectors and applications. IIoT has several applications in smart homes …
Deep learning based attack detection for cyber-physical system cybersecurity: A survey
With the booming of cyber attacks and cyber criminals against cyber-physical systems
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …
(CPSs), detecting these attacks remains challenging. It might be the worst of times, but it …
An explainable ensemble deep learning approach for intrusion detection in industrial Internet of Things
Ensuring the security of critical Industrial Internet of Things (IIoT) systems is of utmost
importance, with a primary focus on identifying cyber-attacks using Intrusion Detection …
importance, with a primary focus on identifying cyber-attacks using Intrusion Detection …
[HTML][HTML] Deep learning-based intrusion detection approach for securing industrial Internet of Things
S Soliman, W Oudah, A Aljuhani - Alexandria Engineering Journal, 2023 - Elsevier
The widespread deployment of the Internet of Things (IoT) into critical sectors such as
industrial and manufacturing has resulted in the Industrial Internet of Things (IIoT). The IIoT …
industrial and manufacturing has resulted in the Industrial Internet of Things (IIoT). The IIoT …