Industrial Control Systems

Mapping Automated Cyber Attack Intelligence to Context-based Impact on System-level Goals
Traditionally, cyber risk assessment considers system-level risk separately from individual component-level risk, i.e., devices, data, …
Pete Burnap, Eirini Anthi, Phillip Reinecke, Lowri Williams, Fengnian Cao, Rakan Aldmoura, Kevin Jones
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Mapping Automated Cyber Attack Intelligence to Context-based Impact on System-level Goals
In this paper, we present a Data Science approach, which involves using machine learning algorithms and statistical models to analyse …
Pete Burnap, Eirini Anthi, Phillip Reinecke, Lowri Williams, Fengnian Cao, Rakan Aldmoura, Kevin Jones
Jun 6, 2024
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Adversarial attacks on machine learning cybersecurity defences in industrial control systems
The proliferation and application of machine learning-based Intrusion Detection Systems (IDS) have allowed for more flexibility and …
Eirini Anthi, Lowri Williams, Matilda Rhode, Pete Burnap, Adam Wedgbury
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A three-tiered intrusion detection system for industrial control systems
This article presents three-tiered intrusion detection systems, which uses a supervised approach to detect cyber-attacks in industrial …
Eirini Anthi, Lowri Williams, Pete Burnap, Kevin Jones
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