Research of the intrusion detection approach based on the split-assembly BP neural network

被引：0
|
作者：
Hao, P [1 ]
Feng, LX [1 ]
机构：
[1] Wuhan Univ Technol, Coll Comp Sci & Technol, Wuhan 430070, Peoples R China
来源：
Proceedings of the Third International Symposium on Magnetic Industry (ISMI'04) & First International Symposium on Physics and IT Industry (ISITI'04) | 2005年
关键词：
D O I：
暂无
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
This paper describes a new intrusion detection approach based on the split and assembly of the neural network. The approach pre-treats the feature data and employs the capability of learning and quick classification that improves arithmetic, achieving the effect of detecting users' behaviors. In particular, the approach gains good perfomances in recognizing the unknown attacks, which hasn't been noticed before.
引用
收藏
页码：335 / 337
页数：3
相关论文
共 50 条
  • [1] Research on Intrusion Detection Based on BP Neural Network
    Chen, Haonan
    Liu, Yiyang
    Zhao, Jianming
    Liu, Xianda
    2021 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS AND COMPUTER ENGINEERING (ICCECE), 2021, : 79 - 82
  • [2] Research on Intrusion Detection Algorithm Based on BP Neural Network
    Qiu, Chunmin
    Shan, Jie
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2015, 9 (04): : 259 - 270
  • [3] Research on Intrusion Detection Based on KPCA-BP Neural Network
    Ding Hongwei
    Wan Liang
    2018 IEEE 18TH INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT), 2018, : 911 - 915
  • [4] Intrusion Detection Method based on Improved BP Neural Network Research
    Zhu YuanZhong
    INTERNATIONAL JOURNAL OF SECURITY AND ITS APPLICATIONS, 2016, 10 (05): : 193 - 202
  • [5] Research and Implementation of Intrusion Detection Algorithm Based on BP Neural Network
    Wu, Zhenzhen
    PROCEEDINGS OF THE 2015 CONFERENCE ON INFORMATIZATION IN EDUCATION, MANAGEMENT AND BUSINESS, 2015, 20 : 228 - 232
  • [6] Research of Improved BP Neural Network in Intrusion Detection
    Zhang, Cuixiao
    Zhang, Guobing
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INTERNET TECHNOLOGY AND SECURITY (ITS 2010), 2010, : 105 - 107
  • [7] The Research and Application of Improved BP Neural Network in Intrusion Detection
    Zhao, Zhiwei
    CEIT 2012: 2012 INTERNATIONAL CONFERENCE ON CIVIL ENGINEERING AND INFORMATION TECHNOLOGY, 2012, : 9 - 13
  • [8] Intrusion Detection Based on BP Neural Network and Genetic Algorithm
    Zhao Jian-hua
    Li Wei-hua
    INFORMATION COMPUTING AND APPLICATIONS, PT 2, 2012, 308 : 438 - 444
  • [9] Detection and Analysis of Intrusion Characteristic Based on BP Neural Network
    Guo Hongliang
    Kong Shaoying
    ADVANCES IN MECHATRONICS, AUTOMATION AND APPLIED INFORMATION TECHNOLOGIES, PTS 1 AND 2, 2014, 846-847 : 1720 - +
  • [10] Improved BP Neural Network for Intrusion Detection Based on AFSA
    Wang, Tian
    Wei, Lihao
    Ai, Jieqing
    PROCEEDINGS OF THE 2015 INTERNATIONAL SYMPOSIUM ON COMPUTERS & INFORMATICS, 2015, 13 : 373 - 380
12345