Research on the network intrusion detection based on the immune system

被引：0
|
作者：
Lin, Tao [1 ,2 ]
Sun, He-Xu [1 ]
Peng, Yu-Qing [2 ]
Lei, Zhao-Ming [1 ]
机构：
[1] Hebei Univ Technol, Dept Automat, Tianjin 300130, Peoples R China
[2] Hebei Univ Technol, Dept Comp Sci, Tianjin 300130, Peoples R China
来源：
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2006年
关键词：
network intrusion detection; immune system; information plus theory; clone recombine; gene evolution;
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：
A network intrusion detection model based on immune system is constructed after a thorough studying for the natural immunological principle. It applied clone recombine, negative selection, and gene evolution and antibody diversity into network intrusion detection. Two detection strategy-misuse and abnormity detection are combined organically, and information plus theory is used to select gene classes. Experiments show accuracy rate of intrusion detection is improved.
引用
收藏
页码：4479 / +
页数：2
相关论文
共 50 条
  • [1] Network Intrusion Detection System Model Based On Artificial Immune
    Zhang Yanbin
    [J]. INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (09): : 359 - 369
  • [2] AINIDS - An immune-based network intrusion detection system
    Yan Qiao
    Yu Jianping
    [J]. DATA MINING, INTRUSION DETECTION, INFORMATION ASSURANCE, AND DATA NETWORKS SECURITY 2006, 2006, 6241
  • [3] Research on Immune based Adaptive Intrusion Detection System Model
    Deng, Lei
    Gao, De-yuan
    [J]. NSWCTC 2009: INTERNATIONAL CONFERENCE ON NETWORKS SECURITY, WIRELESS COMMUNICATIONS AND TRUSTED COMPUTING, VOL 2, PROCEEDINGS, 2009, : 488 - 491
  • [4] Research on Network Intrusion Detection System
    Xu, Jiang
    Cao, Zhongwei
    [J]. MICRO NANO DEVICES, STRUCTURE AND COMPUTING SYSTEMS, 2011, 159 : 77 - +
  • [5] Network Intrusion Detection by Artificial Immune System
    Shen, Junyuan
    Wang, Jidong
    [J]. IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011,
  • [6] Research on a Network Intrusion Detection System Based on Data Mining
    Fang, Zhongjin
    Zhou, Shu
    [J]. 2012 THIRD INTERNATIONAL CONFERENCE ON THEORETICAL AND MATHEMATICAL FOUNDATIONS OF COMPUTER SCIENCE (ICTMF 2012), 2013, 38 : 204 - 209
  • [7] Simulation Modeling of Network Intrusion Detection Based on Artificial Immune System
    Jing, Yu
    Feng, Wang
    [J]. LIFE SYSTEM MODELING AND INTELLIGENT COMPUTING, PT I, 2010, 97 : 194 - 199
  • [8] Research on the System Model of Network Intrusion Detection
    Yang Yunfeng
    [J]. PROCEEDINGS OF THE 2012 INTERNATIONAL CONFERENCE OF MODERN COMPUTER SCIENCE AND APPLICATIONS, 2013, 191 : 185 - 190
  • [9] Research on Computer Network Intrusion Detection System
    Sun, Bo
    [J]. PROCEEDINGS OF THE 2017 4TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS AND COMPUTER (MACMC 2017), 2017, 150 : 27 - 30
  • [10] Research on Computer Network Intrusion Detection System
    Xia, Yong
    Lai, Min
    [J]. PROCEEDINGS OF THE 2016 6TH INTERNATIONAL CONFERENCE ON MACHINERY, MATERIALS, ENVIRONMENT, BIOTECHNOLOGY AND COMPUTER (MMEBC), 2016, 88 : 165 - 168
12345