Evolutionary deep belief network for cyber-attack detection in industrial automation and control system
Industrial automation and control systems (IACS) are tremendously employing supervisory
control and data acquisition (SCADA) network. However, their integration into IACS is …
control and data acquisition (SCADA) network. However, their integration into IACS is …
[HTML][HTML] A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems
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 …
Cyber-attacks detection in industrial systems using artificial intelligence-driven methods
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 …
Detection of cyberattacks in industrial control systems using enhanced principal component analysis and hypergraph-based convolution neural network (EPCA-HG …
K Krithivasan, S Pravinraj, SS VS - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The automated operations of industrial control systems (ICSs) highly rely on the
interconnected devices, sensors, and actuators that are monitored and controlled by the …
interconnected devices, sensors, and actuators that are monitored and controlled by the …
TEA-EKHO-IDS: An intrusion detection system for industrial CPS with trustworthy explainable AI and enhanced krill herd optimization
Industrial cyber-physical systems (CPS) are vulnerable to cyberattacks that can compromise
their operations, safety, and security. Traditional intrusion detection systems are ineffective …
their operations, safety, and security. Traditional intrusion detection systems are ineffective …
Hybrid honey badger-world cup algorithm-based deep learning for malicious intrusion detection in industrial control systems
S Nagarajan, S Kayalvizhi, R Subhashini… - Computers & Industrial …, 2023 - Elsevier
The security analysis has become the hotspot concern in Industrial Control Systems (ICSs)
that grabs the research attention in today's era. Owing to the rapid admittance of the …
that grabs the research attention in today's era. Owing to the rapid admittance of the …
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 …
A generalizable deep neural network method for detecting attacks in industrial cyber-physical systems
J Sakhnini, H Karimipour, A Dehghantanha… - IEEE Systems …, 2023 - ieeexplore.ieee.org
Today's power systems utilize smart technology to improve the efficacy of power distribution.
Using cyber-physical components in the power system such as smart grids can introduce …
Using cyber-physical components in the power system such as smart grids can introduce …
Trustworthy and reliable deep-learning-based cyberattack detection in industrial iot
A fundamental expectation of the stakeholders from the Industrial Internet of Things (IIoT) is
its trustworthiness and sustainability to avoid the loss of human lives in performing a critical …
its trustworthiness and sustainability to avoid the loss of human lives in performing a critical …
Efficient classification of enciphered SCADA network traffic in smart factory using decision tree algorithm
Vulnerability detection in Supervisory Control and Data Acquisition (SCADA) network of a
Smart Factory (SF) is a high-priority research area in the cyber-security domain. Choosing …
Smart Factory (SF) is a high-priority research area in the cyber-security domain. Choosing …