A Distinguished Method for Network Intrusion Detection using Random Initialized Viterbi Algorithm in Hidden Markov Model

Intrusion Detection System (IDS) is a system that surveils the dubious network activity. There are several approaches which deal with intrusion detection and cyber-attack detection, but the most optimal IDS would be the one which can predict the upcoming threats along with detecting the present atta...

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Bibliographic Details

Published in:	2022 OITS International Conference on Information Technology (OCIT) pp. 273 - 277
Main Authors:	P, Sharmila S, Shukla, Pratyush, Chaudhari, Narendra S
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2022
Subjects:	Computational modeling Hidden Markov Model Hidden Markov models Intrusion detection system Machine learning Network attack prediction Network intrusion detection pattern recognition Predictive models Speech analysis Viterbi algorithm Viterbi decoding algorithm
Online Access:	Get full text
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