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Browsing University of Hertfordshire by Author "Jain, Ruchi"
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A Comparative Study of Hidden Markov Model and Support Vector Machine in Anomaly Intrusion Detection
Jain, Ruchi; Abouzakhar, Nasser (2013-12)This paper aims to analyse the performance of Hidden Markov Model (HMM) and Support Vector Machine (SVM) for anomaly intrusion detection. These techniques discriminate between normal and abnormal behaviour of network ... -
Hidden Markov Model Based Anomaly Intrusion Detection
Jain, Ruchi; Abouzakhar, Nasser (2012)This paper aims to investigate and identify distinguishable TCP services, that comprise of both attack and normal types of TCP packets, using J48 decision tree algorithm. A predictive model capable of discriminating between ...