Association rule mining in DoS attack detection and defense in the application of network

被引：0
|
作者：
Zheng, Jigang [1 ]
Zhang, Jingmei [2 ]
机构：
[1] Baoshan Coll, Dept Math, Baoshan 678000, Yunnan, Peoples R China
[2] Lib Baoshan Coll, Baoshan 678000, Yunnan, Peoples R China
来源：
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON EDUCATION, MANAGEMENT, INFORMATION AND MEDICINE (EMIM 2015) | 2015年 / 8卷
关键词：
Association rule; Intrusion detection; Data mining; Characteristic attribute; KDDCup99;
D O I：
暂无
中图分类号：
F [经济];
学科分类号：
02 ;
摘要：
Association rule mining is widely used in network intrusion detection,an important feature of attribute extraction of KDDCup99 data set of denial of service attack records,for the association rules mining association rules between different attributes with the help of Weka,the intrusion detection and prevention of further study has reference significance.Mining association rules reflect the relationship between different attributes,the establishment of the intrusion detection system is effective and adaptive for the next step,has a very broad application prospects.
引用
收藏
页码：445 / 449
页数：5
相关论文
共 50 条
  • [31] DoS Attack Detection Technique Using Back Propagation Neural Network
    Khandelwal, Monika
    Gupta, Deepak Kumar
    Bhale, Pradeep
    2016 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2016, : 1064 - 1068
  • [32] Combining association rule mining and network analysis for pharmacosurveillance
    Eugene Belyi
    Philippe J. Giabbanelli
    Indravadan Patel
    Naga Harish Balabhadrapathruni
    Aymen Ben Abdallah
    Wedyan Hameed
    Vijay K. Mago
    The Journal of Supercomputing, 2016, 72 : 2014 - 2034
  • [33] Association Rule Mining and Network Analysis in Oriental Medicine
    Yang, Dong Hoon
    Kang, Ji Hoon
    Park, Young Bae
    Park, Young Jae
    Oh, Hwan Sup
    Kim, Seoung Bum
    PLOS ONE, 2013, 8 (03):
  • [34] Combining association rule mining and network analysis for pharmacosurveillance
    Belyi, Eugene
    Giabbanelli, Philippe J.
    Patel, Indravadan
    Balabhadrapathruni, Naga Harish
    Ben Abdallah, Aymen
    Hameed, Wedyan
    Mago, Vijay K.
    JOURNAL OF SUPERCOMPUTING, 2016, 72 (05): : 2014 - 2034
  • [35] Application Layer DDOS Attack Detection and Defense Methods
    Sreenivasarao, Sadhu
    PROCEEDINGS OF EMERGING TRENDS AND TECHNOLOGIES ON INTELLIGENT SYSTEMS (ETTIS 2021), 2022, 1371 : 1 - 12
  • [36] Association Rule Mining and Application in Intelligent Transportation System
    Xiao Juan
    Ye Feng
    Xie Yafen
    Zhang Zhiyong
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 6, 2008, : 538 - +
  • [37] The application of association rule mining in power system restoration
    Liu, Dong
    Chen, Yunping
    Fan, Youping
    Shen, Guang
    2006 POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-9, 2006, : 2835 - +
  • [38] Weighted association Rule Mining for Video Semantic Detection
    Lin, Lin
    Shyu, Mei-Ling
    INTERNATIONAL JOURNAL OF MULTIMEDIA DATA ENGINEERING & MANAGEMENT, 2010, 1 (01): : 37 - 54
  • [39] Detection of Schistosomiasis Factors Using Association Rule Mining
    Ali, Yasir
    Farooq, Amjad
    Alam, Talha Mahboob
    Farooq, Muhammad Shoaib
    Awan, Mazhar Javed
    Baig, Talha Imtiaz
    IEEE ACCESS, 2019, 7 : 186108 - 186114
  • [40] The application of association rule mining in power system restoration
    Liu, Dong
    Chen, Yunping
    Fan, Youping
    Shen, Guang
    IPEC: 2005 INTERNATIONAL POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2005, : 1041 - 1045
12345