Attack detection

Hardening machine learning denial of service (DoS) defences against adversarial attacks in IoT smart home networks
Machine learning based Intrusion Detection Systems (IDS) allow flexible and efficient automated detection of cyberattacks in Internet …
Eirini Anthi, Lowri Williams, Amir Javed, Pete Burnap
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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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