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Automated Detection Of Vehicles With Machine Learning, Michael N. Johnstone, Andrew Woodward
Automated Detection Of Vehicles With Machine Learning, Michael N. Johnstone, Andrew Woodward
Australian Information Security Management Conference
Considering the significant volume of data generated by sensor systems and network hardware which is required to be analysed and intepreted by security analysts, the potential for human error is significant. This error can lead to consequent harm for some systems in the event of an adverse event not being detected. In this paper we compare two machine learning algorithms that can assist in supporting the security function effectively and present results that can be used to select the best algorithm for a specific domain. It is suggested that a naive Bayesian classiifer (NBC) and an artificial neural network (ANN) …