user

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
  • [21] Association rule mining in intrusion detection systems
    Zhao, D
    Lu, YS
    APOC 2003: ASIA-PACIFIC OPTICAL AND WIRELESS COMMUNICATIONS; NETWORK ARCHITECTURES, MANAGEMENT, AND APPLICATIONS, PTS 1 AND 2, 2003, 5282 : 577 - 581
  • [22] A Data Mining Based Approach towards Detection of Low Rate DoS Attack
    Sharma, Mohit
    Unde, Nimish
    Borude, Ketan
    Paradkar, Amol
    2014 INTERNATIONAL CONFERENCE FOR CONVERGENCE OF TECHNOLOGY (I2CT), 2014,
  • [23] Application of Association Rule Mining and Social Network Analysis for Understanding Causality of Construction Defects
    Lee, Sangdeok
    Cha, Yongwoon
    Han, Sangwon
    Hyun, Changtaek
    SUSTAINABILITY, 2019, 11 (03)
  • [24] Network Intrusion Detection using Fuzzy Class Association Rule Mining Based on Genetic Network Programming
    Chen, Ci
    Mabu, Shingo
    Yue, Chuan
    Shimada, Kaoru
    Hirasawa, Kotaro
    2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9, 2009, : 60 - 67
  • [25] Application of Computer Data Mining Technology Based on AKN Algorithm in Denial of Service Attack Defense Detection
    Huang, Xiang
    WIRELESS COMMUNICATIONS & MOBILE COMPUTING, 2022, 2022
  • [26] Application of Computer Data Mining Technology Based on AKN Algorithm in Denial of Service Attack Defense Detection
    Huang, Xiang
    Wireless Communications and Mobile Computing, 2022, 2022
  • [27] The Research on the Application of Association Rules Mining Algorithm in Network Intrusion Detection
    Ye Changguo
    Wei Nianzhong
    Wang Tailei
    Zhang Qin
    Zhu Xiaorong
    PROCEEDINGS OF THE FIRST INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND COMPUTER SCIENCE, VOL II, 2009, : 849 - +
  • [28] Particle Swarm Optimization Trained Class Association Rule Mining: Application to Phishing Detection
    Tayal, Kshitij
    Ravi, Vadlamani
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON INFORMATICS AND ANALYTICS (ICIA' 16), 2016,
  • [29] DoS attack mining in sensor node replacement
    Shwe, Hnin Yu
    Lee, Bong Jae
    Lee, Jang-See
    FRONTIERS OF HIGH PERFORMANCE COMPUTING AND NETWORKING - ISPA 2007 WORKSHOPS, 2007, 4743 : 11 - +
  • [30] Binary Association Rule Mining Using Bayesian Network
    Vedula, Venkateswara Rao
    Thatavarti, Satish
    INFORMATION AND NETWORK TECHNOLOGY, 2011, 4 : 171 - 176
12345