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 …
DeepFed: Federated deep learning for intrusion detection in industrial cyber–physical systems
The rapid convergence of legacy industrial infrastructures with intelligent networking and
computing technologies (eg, 5G, software-defined networking, and artificial intelligence) …
computing technologies (eg, 5G, software-defined networking, and artificial intelligence) …
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 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 …
Sco-rnn: A behavioral-based intrusion detection approach for cyber physical attacks in scada systems
N Neha, S Priyanga, S Seshan, R Senthilnathan… - … : Proceedings of ICICCT …, 2020 - Springer
Supervisory control and data acquisition (SCADA) systems monitor and control the critical
infrastructures (CI) such as power generation, smart grids, oil–gas pipelines, wastewater …
infrastructures (CI) such as power generation, smart grids, oil–gas pipelines, wastewater …
An intelligent cognitive computing based intrusion detection for industrial cyber-physical systems
Abstract Advanced developments of Industrial Cyber-Physical Systems (CPSs), comprising
Internet of Things (IoT) finds useful in several application areas such as transportation, smart …
Internet of Things (IoT) finds useful in several application areas such as transportation, smart …
An explainable and resilient intrusion detection system for industry 5.0
D Javeed, T Gao, P Kumar… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Industry 5.0 is a futuristic transformative model that aims to develop a hyperconnected,
automated, and data-driven industrial ecosystem. This digital transformation will boost …
automated, and data-driven industrial ecosystem. This digital transformation will boost …
An adaptive machine learning-based threat detection framework for industrial communication networks
S Bebortta, SK Singh - 2021 10th IEEE International conference …, 2021 - ieeexplore.ieee.org
The development in sophisticated sensory devices has largely revolutionized industrial
control systems (ICS). With the popularity of the fourth industrial revolution, which is also …
control systems (ICS). With the popularity of the fourth industrial revolution, which is also …
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] Explainable artificial intelligence enabled intrusion detection technique for secure cyber-physical systems
A cyber-physical system (CPS) can be referred to as a network of cyber and physical
components that communicate with each other in a feedback manner. A CPS is essential for …
components that communicate with each other in a feedback manner. A CPS is essential for …