Anomaly Based IDS Via Customised CUSUM Algorithm for Industrial Communication Systems

Ashraf Ali, Andrew Ware

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddCyfraniad i gynhadleddadolygiad gan gymheiriaid

Crynodeb

Industrial communication and applications have become more connected to the internet due to the enhancement of new 5G based technologies such as the Internet of Things (IoT), cloud computing, Big Data, remote monitoring, and industrial automation techniques. Such improvement has made factory plants more exposed to conventional and new cybersecurity threats. Unfortunately, the advancement in the production cycle elements has not been accompanied by similar progress in developing customised security solutions dedicated to industrial communication systems deployed inside the factory plant. This paper presents a new framework and mechanism that utilise existing components to provide feedback information that reflects the factory components' operation mode and load state. This enables anomaly-based behaviour of the system to be detected. A customised Cumulative Sum (CUSUM) with adaptive thresholds is proposed as part of the detection mechanism deployed by the IDS.
Iaith wreiddiolSaesneg
Teitl2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)
CyhoeddwrInstitute of Electrical and Electronics Engineers
Tudalennau31-36
ISBN (Electronig)978-1-6654-3443-0 , 978-1-6654-3444-7
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 3 Rhag 2021
Digwyddiad2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM) - Agadir, Morocco
Hyd: 3 Dec 20215 Dec 2021

Cynhadledd

Cynhadledd2021 3rd IEEE Middle East and North Africa COMMunications Conference (MENACOMM)
Cyfnod3/12/215/12/21

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