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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Vydáno v:	2022 OITS International Conference on Information Technology (OCIT) s. 273 - 277
Hlavní autoři:	P, Sharmila S, Shukla, Pratyush, Chaudhari, Narendra S
Médium:	Konferenční příspěvek
Jazyk:	angličtina
Vydáno:	IEEE 01.12.2022
Témata:	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
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