[HTML][HTML] SCADA vulnerabilities and attacks: A review of the state‐of‐the‐art and open issues

M Alanazi, A Mahmood, MJM Chowdhury - Computers & security, 2023 - Elsevier
Supervisory control and data acquisition (SCADA) serves as the backbone of several critical
infrastructures, including water supply systems, oil pipelines, transportation and electricity. It …

Machine learning for intrusion detection in industrial control systems: Applications, challenges, and recommendations

MA Umer, KN Junejo, MT Jilani, AP Mathur - International Journal of …, 2022 - Elsevier
Methods from machine learning are used in the design of secure Industrial Control Systems.
Such methods focus on two major areas: detection of intrusions at the network level using …

Architecture and security of SCADA systems: A review

G Yadav, K Paul - International Journal of Critical Infrastructure Protection, 2021 - Elsevier
Pipeline bursting, production lines shut down, frenzy traffic, trains confrontation, the nuclear
reactor shut down, disrupted electric supply, interrupted oxygen supply in ICU–these …

Artificial intelligence in railway transport: Taxonomy, regulations, and applications

N Bešinović, L De Donato, F Flammini… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Artificial Intelligence (AI) is becoming pervasive in most engineering domains, and railway
transport is no exception. However, due to the plethora of different new terms and meanings …

Differential evolution-based convolutional neural networks: An automatic architecture design method for intrusion detection in industrial control systems

JC Huang, GQ Zeng, GG Geng, J Weng, KD Lu… - Computers & …, 2023 - Elsevier
Industrial control systems (ICSs) are facing serious and evolving security threats because of
a variety of malicious attacks. Deep learning-based intrusion detection systems (IDSs) have …

[HTML][HTML] Industrial cyber-physical systems protection: A methodological review

R Canonico, G Sperlì - Computers & Security, 2023 - Elsevier
Ubiquitous utilization of Information and Communication Technologies in modern
manufacturing plants has transformed them into Cyber-Physical Systems (CPSs), making …

An intelligent agent-based detection system for DDoS attacks using automatic feature extraction and selection

R Abu Bakar, X Huang, MS Javed, S Hussain… - Sensors, 2023 - mdpi.com
Distributed Denial of Service (DDoS) attacks, advanced persistent threats, and malware
actively compromise the availability and security of Internet services. Thus, this paper …

Evaluating time series encoding techniques for predictive maintenance

A De Santo, A Ferraro, A Galli, V Moscato… - Expert Systems with …, 2022 - Elsevier
Predictive Maintenance has become an important component in modern industrial
scenarios, as a way to minimize down-times and fault rate for different equipment. In this …

An enriched RPCO-BCNN mechanisms for attack detection and classification in SCADA systems

S Shitharth, KM Prasad, K Sangeetha… - IEEE …, 2021 - ieeexplore.ieee.org
Providing security to the Supervisory Control and Data Acquisition (SCADA) systems is one
of the demanding and crucial tasks in recent days, due to the different types of attacks on the …

The effect of dataset imbalance on the performance of scada intrusion detection systems

A Balla, MH Habaebi, EAA Elsheikh, MR Islam… - Sensors, 2023 - mdpi.com
Integrating IoT devices in SCADA systems has provided efficient and improved data
collection and transmission technologies. This enhancement comes with significant security …