Cybersecurity for industrial control systems: A survey

D Bhamare, M Zolanvari, A Erbad, R Jain, K Khan… - computers & …, 2020 - Elsevier
Abstract Industrial Control System (ICS) is a general term that includes supervisory control &
data acquisition (SCADA) systems, distributed control systems (DCS), and other control …

Machine learning-based network vulnerability analysis of industrial Internet of Things

M Zolanvari, MA Teixeira, L Gupta… - IEEE internet of things …, 2019 - ieeexplore.ieee.org
It is critical to secure the Industrial Internet of Things (IIoT) devices because of potentially
devastating consequences in case of an attack. Machine learning (ML) and big data …

[PDF][PDF] Smart grid cyber security: An overview of threats and countermeasures

C Lopez, A Sargolzaei, H Santana… - Journal of Energy and …, 2015 - davidpublisher.com
The smart grid is the next generation of power and distribution systems. The integration of
advanced network, communications, and computing techniques allows for the enhancement …

An enhanced optimization based algorithm for intrusion detection in SCADA network

S Shitharth - Computers & Security, 2017 - Elsevier
Abstract Supervisory Control and Data Acquisition (SCADA) systems are widely used in
many applications including power transmission and distribution for situational awareness …

Gryphon: a semi-supervised anomaly detection system based on one-class evolving spiking neural network

K Demertzis, L Iliadis, I Bougoudis - Neural Computing and Applications, 2020 - Springer
The backbone of the economy, security and sustainability of a state is inseparably linked to
the security of its critical infrastructure. Critical infrastructures define goods, systems or …

Hamids: Hierarchical monitoring intrusion detection system for industrial control systems

HR Ghaeini, NO Tippenhauer - Proceedings of the 2nd ACM Workshop …, 2016 - dl.acm.org
In this paper, we propose a hierarchical monitoring intrusion detection system (HAMIDS) for
industrial control systems (ICS). The HAMIDS framework detects the anomalies in both level …

A spiking one-class anomaly detection framework for cyber-security on industrial control systems

K Demertzis, L Iliadis, S Spartalis - … 2017, Athens, Greece, August 25–27 …, 2017 - Springer
Developments and upgrades in the field of industrial information technology, particularly
those relating to information systems' technologies for the collection and processing of real …

[PDF][PDF] Gaainet: A generative adversarial artificial immune network model for intrusion detection in industrial iot systems

SP Sithungu, EM Ehlers - Journal of Advances in Information Technology, 2022 - jait.us
The expansion of the Internet of Things (IoT) in various industrial sectors (also referred to as
the Industrial Internet of Things or IIoT) promises increased economic productivity and …

Intrusion detection algorithm based on OCSVM in industrial control system

W Shang, P Zeng, M Wan, L Li… - Security and …, 2016 - Wiley Online Library
In order to detect abnormal communication behaviors efficiently in today's industrial control
system, a new intrusion detection algorithm based on One‐Class Support Vector Machine …

IDS detection based on optimization based on WI-CS and GNN algorithm in SCADA network

S Shitharth, N Satheesh, BP Kumar… - … Networks Solutions and …, 2021 - Springer
Industry control systems (ICS) are considered as one of the inevitable systems in this
contemporary smart world. In that supervisory control and data acquisition (SCADA) is the …