A unique approach to design an intrusion detection system using an innovative string searching algorithm and DNA sequence

The security related issues in the Internet have drawn a constant attention due to rapid growth of attack and its devastating consequence. The essence of monitoring the networks and analyzing the packets coming from the network is to verify the authenticity of traffics. There have many Intrusion Det...

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Vydáno v:2016 IEEE 7th Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON) s. 1 - 9
Hlavní autoři: Sheikh, Nazimuddin, Mustafi, Kanyasree, Mukhopadhyay, Indraneel
Médium: Konferenční příspěvek
Jazyk:angličtina
Vydáno: IEEE 01.10.2016
Témata:
Algorithm design and analysis
Approximation algorithms
Classification algorithms
DNA sequence
false alarm
Indexes
Intrusion detection
intrusion detection and prevention system
pattern
Pattern matching
signature
String searching algorithm
time and space complexity
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Shrnutí:The security related issues in the Internet have drawn a constant attention due to rapid growth of attack and its devastating consequence. The essence of monitoring the networks and analyzing the packets coming from the network is to verify the authenticity of traffics. There have many Intrusion Detection & Prevention System (IDPS) techniques been proposed and accepted in the last few decades such as Snort, Bro IDS etc. In this paper we have proposed a novel string searching algorithm and an Intrusion Detection System using this algorithm. In addition, we have explored few exact-pattern searching algorithms and their comparative analysis as our background study. A dataset of five thousands records (a subset from KDD Cup dataset) with forty one features is taken for evaluating the efficacy of the proposed IDS. The corresponding global nucleotide sequences of all the features of the dataset helped us to implement our IDS.
DOI:10.1109/UEMCON.2016.7777803