[HTML][HTML] A review of research works on supervised learning algorithms for SCADA intrusion detection and classification

OA Alimi, K Ouahada, AM Abu-Mahfouz, S Rimer… - Sustainability, 2021 - mdpi.com
Supervisory Control and Data Acquisition (SCADA) systems play a significant role in
providing remote access, monitoring and control of critical infrastructures (CIs) which …

A taxonomy of supervised learning for idss in scada environments

J Suaboot, A Fahad, Z Tari, J Grundy… - ACM Computing …, 2020 - dl.acm.org
Supervisory Control and Data Acquisition (SCADA) systems play an important role in
monitoring industrial processes such as electric power distribution, transport systems, water …

Intrusion detection via machine learning for SCADA system protection

SLP Yasakethu, J Jiang - 1st International Symposium for ICS & …, 2013 - scienceopen.com
SCADA (Supervisory Control And Data Acquisition) systems have always been susceptible
to cyber-attacks. Different types of cyber-attacks could occur depending on the architecture …

[HTML][HTML] A classy multifacet clustering and fused optimization based classification methodologies for SCADA security

AO Khadidos, H Manoharan, S Selvarajan… - Energies, 2022 - mdpi.com
Detecting intrusions from the supervisory control and data acquisition (SCADA) systems is
one of the most essential and challenging processes in recent times. Most of the …

Forget the myth of the air gap: Machine learning for reliable intrusion detection in SCADA systems

RL Perez, F Adamsky, R Soua… - … Transactions on Security …, 2019 - publications.eai.eu
Abstract Since Critical Infrastructures (CIs) use systems and equipment that are separated
by long distances, Supervisory Control And Data Acquisition (SCADA) systems are used to …

A review of research work on network-based scada intrusion detection systems

SVB Rakas, MD Stojanović… - IEEE Access, 2020 - ieeexplore.ieee.org
Specific intrusion detection systems (IDSs) are needed to secure modern supervisory control
and data acquisition (SCADA) systems due to their architecture, stringent real-time …

On using physical based intrusion detection in SCADA systems

M Al-Asiri, ESM El-Alfy - Procedia Computer Science, 2020 - Elsevier
Intrusion detection in SCADA systems has received increased attention from researchers as
connectivity to public networks became a necessity in many industries. The nature and …

SCADA intrusion detection scheme exploiting the fusion of modified decision tree and Chi-square feature selection

LAC Ahakonye, CI Nwakanma, JM Lee, DS Kim - Internet of Things, 2023 - Elsevier
The industrial internet of things (IIoT) and supervisory control and data acquisition (SCADA)
have experienced ubiquitous growth recently. This growth comes with the challenge of an …

A host-based intrusion detection model based on OS diversity for SCADA

BB Bulle, AO Santin, EK Viegas… - IECON 2020 the 46th …, 2020 - ieeexplore.ieee.org
Supervisory Control and Data Acquisition (SCADA) systems have been a frequent target of
cyberattacks in Industrial Control Systems (ICS). As such systems are a frequent target of …

[HTML][HTML] Survey on intrusion detection systems based on machine learning techniques for the protection of critical infrastructure

A Pinto, LC Herrera, Y Donoso, JA Gutierrez - Sensors, 2023 - mdpi.com
Industrial control systems (ICSs), supervisory control and data acquisition (SCADA) systems,
and distributed control systems (DCSs) are fundamental components of critical infrastructure …