Improving network intrusion detection system performance through quality of service configuration and parallel technology

被引:54
作者
Bul'ajoul, Waleed [1 ]
James, Anne [1 ]
Pannu, Mandeep [2 ]
机构
[1] Coventry Univ, Fac Engn & Comp, Coventry, W Midlands, England
[2] Kwantlen Polytech Univ, Dept Comp Sci, Surrey, BC, Canada
关键词
Network security; Intrusion detection system; Intrusion protection system; Parallel processing; Switch configuration; Quality of Service;
D O I
10.1016/j.jcss.2014.12.012
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
This paper outlines an innovative software development that utilises Quality of Service (QoS) and parallel technologies in Cisco Catalyst Switches to increase the analytical performance of a Network Intrusion Detection and Protection System (NIDPS) when deployed in high-speed networks. We have designed a real network to present experiments that use a Snort NIDPS. Our experiments demonstrate the weaknesses of NIDPSs, such as inability to process multiple packets and propensity to drop packets in heavy traffic and high-speed networks without analysing them. We tested Snort's analysis performance, gauging the number of packets sent, analysed, dropped, filtered, injected, and outstanding. We suggest using QoS configuration technologies in a Cisco Catalyst 3560 Series Switch and parallel Snorts to improve NIDPS performance and to reduce the number of dropped packets. Our results show that our novel configuration improves performance. Crown Copyright (C) 2014 Published by Elsevier Inc. All rights reserved.
引用
收藏
页码:981 / 999
页数:19
相关论文
共 35 条
  • [1] Albin E., 2012, 2012 IEEE Workshops of International Conference on Advanced Information Networking and Applications (WAINA), P122, DOI 10.1109/WAINA.2012.29
  • [2] [Anonymous], 2010, International Journal of Computer Theory and Engineering, DOI DOI 10.7763/IJCTE.2010.V2.260
  • [3] [Anonymous], EUROPEAN J SCI RES
  • [4] Arbor Networks, 2013, 9 ANN WORLDW INFR SE
  • [5] Beale J., 2004, SNORT 2 1 INTRUSION, V2nd
  • [6] Beg S., 2010, International Journal for Advances in Computer Science, V1, P26
  • [7] Network intrusion detection systems in high-speed traffic in computer networks
    Bul'ajoul, Waleed
    James, Anne
    Pannu, Mandeep
    [J]. 2013 IEEE 10TH INTERNATIONAL CONFERENCE ON E-BUSINESS ENGINEERING (ICEBE), 2013, : 168 - 175
  • [8] Chen Xinming, 2009, P PAR DISTR COMP SYS
  • [9] Chi R, 2014, P 9 INT S LIN DRIV I, V3, P657
  • [10] Cisco Systems, 2013, QUAL SERV DES OV