Model of network intrusion detection system based on BP algorithm

被引：0
|
作者：
Wang, Y. [1 ,2 ]
Huang, G. X. [1 ]
Peng, D. G. [2 ]
机构：
[1] E China Normal Univ, Informat & Technol Inst, Shanghai 200062, Peoples R China
[2] Shanghai Univ Electric Power, Dept Informat & Control Technol, Shanghai 200041, Peoples R China
来源：
ICIEA 2006: 1ST IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, VOLS 1-3, PROCEEDINGS | 2006年
关键词：
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：
Security has become an important issue for networks. Models of network intrusion detection system are important component of the issue. The research aims at the design and implementation of an Intrusion Detection System based on BP algorithm that can promptly detect attacks, no matter they are known or not. In this model, BP algorithm is used to learn about the normal users' behavior and the abnormal users' behavior. When the learning is over, a k-matching algorithm is given. The model is tested with the network traffic that contains both normal and abnormal data. In experiments, result proves the model is effective.
引用
收藏
页码：659 / 662
页数：4
相关论文
共 50 条
  • [21] Network intrusion detection based on GMKL Algorithm
    Li, Yuxiang
    Wang, Haiming
    Yu, Hongkui
    Ren, Changquan
    Geng, Qingjia
    [J]. Journal of Networks, 2013, 8 (06) : 1315 - 1321
  • [22] Design of Intrusion Detection System for Internet of Things Based on Improved BP Neural Network
    Yang, Aimin
    Zhuansun, Yunxi
    Liu, Chenshuai
    Li, Jie
    Zhang, Chunying
    [J]. IEEE ACCESS, 2019, 7 : 106043 - 106052
  • [23] A Clustering based Algorithm for Network Intrusion Detection
    Arya, K. V.
    Kumar, Hemant
    [J]. PROCEEDINGS OF THE FIFTH INTERNATIONAL CONFERENCE ON SECURITY OF INFORMATION AND NETWORKS, 2012, : 193 - 196
  • [24] Detection and Analysis of Intrusion Characteristic Based on BP Neural Network
    Guo Hongliang
    Kong Shaoying
    [J]. ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1720 - +
  • [25] Improved BP Neural Network for Intrusion Detection Based on AFSA
    Wang, Tian
    Wei, Lihao
    Ai, Jieqing
    [J]. PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON COMPUTERS & INFORMATICS, 2015, 13 : 373 - 380
  • [26] A Network Intrusion Detection System with Improved SBOM Algorithm
    Zhou, Lihua
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS II, PTS 1-3, 2013, 336-338 : 2419 - 2422
  • [27] 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
  • [28] Research on intrusion detection algorithm in wireless network based on Bayes game model
    Chen, Hang
    Tao, Jun
    [J]. Tongxin Xuebao/Journal on Communications, 2010, 31 (02): : 107 - 112
  • [29] Optimization of Intrusion Detection System Based on Improved Convolutional Neural Network Algorithm
    Pu, Xiaochuan
    Zhang, Yuanqiang
    Ruan, Qingqiang
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [30] Design of Network Attack Intrusion Detection System Based on Improved FWA Algorithm
    Chang, Qingsong
    Feng, Weiyan
    Wang, Xingguo
    [J]. INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (06) : 191 - 200
12345