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A cyber incident response and recovery framework to support operators of industrial control systems
Over the last decade, we have seen a shift in the focus of cyber attacks, moving from
traditional IT systems to include more specialised Industrial Control Systems (ICS), often …
traditional IT systems to include more specialised Industrial Control Systems (ICS), often …
Ml-based anomaly detection system for der communication in smart grid
M Abdelkhalek, G Ravikumar… - 2022 IEEE Power & …, 2022 - ieeexplore.ieee.org
Growing deployment of DER networks in the smart grid led to a rise in the attack surface
against these systems. Furthermore, DER networks use communication protocols such as …
against these systems. Furthermore, DER networks use communication protocols such as …
Poisoning attacks on cyber attack detectors for industrial control systems
Recently, neural network (NN)-based methods, including autoencoders, have been
proposed for the detection of cyber attacks targeting industrial control systems (ICSs). Such …
proposed for the detection of cyber attacks targeting industrial control systems (ICSs). Such …
Practical evaluation of poisoning attacks on online anomaly detectors in industrial control systems
Recently, neural networks (NNs) have been proposed for the detection of cyber attacks
targeting industrial control systems (ICSs). Such detectors are often retrained, using data …
targeting industrial control systems (ICSs). Such detectors are often retrained, using data …
Anomaly detection using bi-directional long short-term memory networks for cyber-physical electric vehicle charging stations
With the increasing integration of electric vehicles (EVs) into the distributed energy
resources (DER) system, the security of EV charging stations (EVCS) from cyber-attacks is …
resources (DER) system, the security of EV charging stations (EVCS) from cyber-attacks is …
The virtualized cyber-physical testbed for machine learning anomaly detection: A wind powered grid case study
Develo** tools that help us understand and analyze the effects of cyber attacks on
physical assets is necessary in order to detect and prevent harmful consequences of …
physical assets is necessary in order to detect and prevent harmful consequences of …
Hil testbed-based auto feature extraction and data generation framework for ml/dl-based anomaly detection and classification
In smart grid operations, sufficient data generation, including events such as faults,
cyberattacks, and perturbations, is one of the key requirements for accurate Machine …
cyberattacks, and perturbations, is one of the key requirements for accurate Machine …
Ml-based anomaly detection system for der dnp3 communication in smart grid
M Abdelkhalek, M Govindarasu - 2022 IEEE International …, 2022 - ieeexplore.ieee.org
The increasing integration of Distributed Energy Resources (DER) networks in the smart grid
highly affects its reliable and secure operation. DER communication protocols such as …
highly affects its reliable and secure operation. DER communication protocols such as …
Cps testbed architectures for wampac using industrial substation and control center platforms and attack-defense evaluation
Advanced persistent threats and cyberattacks can impact wide-area monitoring, protection,
and control (WAMPAC) system operation. Many cyber-physical system (CPS) testbeds have …
and control (WAMPAC) system operation. Many cyber-physical system (CPS) testbeds have …
Ml-based anomaly detection system for iec 61850 communication in substations
IEC 61850-based Substation Automation Systems (SAS) plays a crucial role within the
modern grid as they are responsible for switching, transforming, monitoring, metering, and …
modern grid as they are responsible for switching, transforming, monitoring, metering, and …