A REVIEW AND COMPARISON OF VISUALIZATION TECHNIQUES FOR NETWORK INTRUSION DETECTION SYSTEM

被引:0
|
作者
Zaki, Fakhrul Adli Mohd [1 ]
Saman, Md Yazid Mohd [1 ]
Megat, Megat Fakruddin [1 ]
机构
[1] Univ Malaysia Terengganu, Dept Comp Sci, Kuala Terengganu, Terengganu, Malaysia
关键词
Network Visualization; Intrusion Detection System; Network Security;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This research attempt to explore suitable visualization techniques to distinguish malicious traffics from massive background traffics by using visual patterns, to which the human visual perception system is sensitive and can thus processes efficiently. The result from our experimentation will show that visualizing the network traffic using the developed prototype called NVIDS in the actual network environment will give more accurate outcome and the usability of the prototype.
引用
收藏
页码:407 / 414
页数:8
相关论文
共 50 条
  • [31] Network intrusion visualization with NIVA, an intrusion detection visual analyzer with haptic integration
    Nyarko, K
    Capers, T
    Scott, C
    Ladeji-Osias, K
    10TH SYMPOSIUM ON HAPTIC INTERFACES FOR VIRTUAL ENVIRONMENT AND TELEOPERATOR SYSTEMS, PROCEEDINGS, 2002, : 277 - 284
  • [32] Intrusion Detection System: A Review
    Sharma, Sanjay
    Gupta, R. K.
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (05): : 69 - 76
  • [33] A Comparison of Data Mining Techniques for Intrusion Detection
    Naidu, R. China Appala
    Avadhani, P. S.
    2012 IEEE INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATION CONTROL AND COMPUTING TECHNOLOGIES (ICACCCT), 2012, : 41 - 44
  • [34] A NETWORK INTRUSION DETECTION SYSTEM BASED ON ARTIFICIAL INTELLIGENCE AND SEMANTIC WEB TECHNIQUES
    Zamfira, Andrei
    Ciocarlie, Horia
    ACTA TECHNICA NAPOCENSIS SERIES-APPLIED MATHEMATICS MECHANICS AND ENGINEERING, 2020, 63 (04): : 451 - 460
  • [35] Network intrusion detection system: A survey on artificial intelligence-based techniques
    Habeeb, Mohammed Sayeeduddin
    Babu, T. Ranga
    EXPERT SYSTEMS, 2022, 39 (09)
  • [36] Recurrent network in Network Intrusion Detection System
    Xue, JS
    Sun, JZ
    Zhang, X
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 2676 - 2679
  • [37] The sound of intrusion: A novel network intrusion detection system
    Aldarwbi, Mohammed Y.
    Lashkari, Arash H.
    Ghorbani, Ali A.
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 104
  • [38] A Review on Intrusion Detection System in Mobile Ad-Hoc Network
    Saxena, Aumreesh Ku.
    Sinha, Sitesh
    Shukla, Piyush
    2017 INTERNATIONAL CONFERENCE ON RECENT INNOVATIONS IN SIGNAL PROCESSING AND EMBEDDED SYSTEMS (RISE), 2017, : 549 - 554
  • [39] A Comparison of Neural Network Approaches for Network Intrusion Detection
    Oney, Mehmet Ugur
    Peker, Serhat
    ARTIFICIAL INTELLIGENCE AND APPLIED MATHEMATICS IN ENGINEERING PROBLEMS, 2020, 43 : 597 - 608
  • [40] A Systematic Review of the Intrusion Detection Techniques in VANETS
    Naqvi, Ila
    Chaudhary, Alka
    Kumar, Anil
    TEM JOURNAL-TECHNOLOGY EDUCATION MANAGEMENT INFORMATICS, 2022, 11 (02): : 900 - 907