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A Deep Multi-Modal Cyber-Attack Detection in Industrial Control Systems. (arXiv:2304.01440v1 [cs.CR])
cs.CR updates on arXiv.org arxiv.org
The growing number of cyber-attacks against Industrial Control Systems (ICS)
in recent years has elevated security concerns due to the potential
catastrophic impact. Considering the complex nature of ICS, detecting a
cyber-attack in them is extremely challenging and requires advanced methods
that can harness multiple data modalities. This research utilizes network and
sensor modality data from ICS processed with a deep multi-modal cyber-attack
detection model for ICS. Results using the Secure Water Treatment (SWaT) system
show that the proposed model …
advanced attack attacks control control systems cyber cyber-attack data detection harness ics impact industrial industrial control industrial control systems modal nature network research results security sensor single system systems water water treatment