Classification of Device Behaviour in Internet of Things Infrastructures


Research Project. 

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Keywords: Apache Kafka, Spark Streaming, Internet of Things, Cyber Security, Streaming Analytics, Device Behaviour Classification, Abnormal Behaviour Detection


We are fast approaching the point where the existential problem of IoT based cyber-security attacks is a serious threat to industrial operations, business activity and our social interactions that leverage IoT technologies...

Our Tecnology applied a spatio-temporal methodology to characterise network behaviours. Once characterised, anomalous behaviours can be identified by calculating a similarity metric to previously identified behaviours (e.g. attacks, intrusions or malfunctioning machinery)