Design of an Automatic Detection System for Abnormal Communication Data Packets of Electronic Equipment

被引:0
|
作者
Yichun Dong
机构
[1] Hong Kong Baptist University,Faculty of Science
来源
关键词
Internet; Electronic device anomaly; Abnormal communication packet; Protocol parsing; Automatic detection;
D O I
暂无
中图分类号
学科分类号
摘要
In order to prevent abnormal communication packets from spreading in the Internet, an automatic abnormal communication packet detection system is designed to detect abnormal communication packets accurately. The Internet uses the Web server as the carrier to transmit communication packets, and the data packet capture module adopts WinPcap technology to obtain effective data packets. In the protocol parsing module, the decoding work of TCP/IP protocol, CMP protocol and UDP protocol is completed, and the decoded data is input into the abnormal communication packets detection model of electronic equipment based on SVM. The SVM model seeks the optimal hyperplane to divide the abnormal communication packets of electronic equipment into abnormal and normal packets, and completes the automatic detection of abnormal communication packets of electronic equipment according to the results. Experimental results show that the false positive rate of abnormal communication packets is less than 3%. Compared with the same type of system, the system has the advantages of high receiving capacity and high efficiency.
引用
下载
收藏
页码:1503 / 1516
页数:13
相关论文
共 50 条
  • [11] DESIGN OF A DATA BASE ORGANIZATION FOR AN ELECTRONIC EQUIPMENT DA SYSTEM.
    Kawano, Ietoshi
    Fukushima, Hiroshi
    Numata, Takeshi
    1978, : 167 - 175
  • [12] COMMUNICATION EQUIPMENT FOR A DATA GATHERING SYSTEM
    HALL, LF
    POINT TO POINT COMMUNICATIONS, 1971, 15 (03): : 145 - &
  • [13] Short communication: Automatic detection of social competition using an electronic feeding system
    Huzzey, J. M.
    Weary, D. M.
    Tiau, B. Y. F.
    von Keyserlingk, M. A. G.
    JOURNAL OF DAIRY SCIENCE, 2014, 97 (05) : 2953 - 2958
  • [14] Abnormal video homework automatic detection system
    Lin, Jinjiao
    Zhao, Yanze
    Liu, Chunfang
    Pu, Haitao
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2021, 12 (12) : 10529 - 10537
  • [15] Abnormal video homework automatic detection system
    Jinjiao Lin
    Yanze Zhao
    Chunfang Liu
    Haitao Pu
    Journal of Ambient Intelligence and Humanized Computing, 2021, 12 : 10529 - 10537
  • [16] The design proposal Aerospace electronic test equipment based on Multi-interface data communication
    Zhang, Yanjun
    Qiao, Wensheng
    Wang, Jinling
    INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS II, PTS 1-3, 2013, 336-338 : 3 - +
  • [17] Design and Realization of Abnormal warning system of Measuring Equipment
    Shen, Li
    Tian, Hua
    Gan, Yiyi
    Peng, Xiang
    Qin, Wei
    PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MATERIAL, MECHANICAL AND MANUFACTURING ENGINEERING, 2015, 27 : 1366 - 1370
  • [18] A STUDY ON ELECTRONIC EQUIPMENT COOLING SYSTEM DESIGN
    KANEOYA, R
    OGISO, K
    REVIEW OF THE ELECTRICAL COMMUNICATIONS LABORATORIES, 1970, 18 (1-2): : 13 - &
  • [19] Modeling and application of Automatic Test System for certain electronic equipment
    Wang, GF
    Feng, XZ
    Sha, XG
    Pang, Y
    ICEMI 2005: Conference Proceedings of the Seventh International Conference on Electronic Measurement & Instruments, Vol 2, 2005, : 78 - 81
  • [20] Design of High-Speed Communication on the Detection Equipment
    Zhang Weixin
    Bai Weibing
    Li Lintao
    Hu Jiwen
    Feng Chao
    FRONTIERS OF MANUFACTURING AND DESIGN SCIENCE IV, PTS 1-5, 2014, 496-500 : 1390 - 1393