English  |  正體中文  |  简体中文  |  Items with full text/Total items : 25543/26137 (98%)
Visitors : 7342965      Online Users : 231
RC Version 7.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
Scope Tips:
  • please add "double quotation mark" for query phrases to get precise results
  • please goto advance search for comprehansive author search
  • Adv. Search
    HomeLoginUploadHelpAboutAdminister Goto mobile version


    Please use this identifier to cite or link to this item: http://ir.lib.ksu.edu.tw/handle/987654321/13511


    Title: An Analysis Model of Botnet Tracking based on Ant Colony Optimization Algorithm
    Authors: 王平
    Keywords: Botnet
    bot
    zombie
    attack path
    ant colony optimization
    Date: 2011-03-24
    Issue Date: 2011-04-27 15:48:20 (UTC+8)
    Abstract: To effectively counter DDOS attacks from bot herder, defenders have developed approaches to successfully traceback IPs of botnet C&C via logging the suspicious flow information of routing routers. Yet, available botnet detection schemes all supposed that ISPs would be cooperative to offer the complete routing information for path reconstruction. In practice, ISP’s service constantly is a mutual benefit for intelligence exchange. Therefore the constraint, require cooperation between ISPs, ought to be relaxed. A new IP traceback scheme based on ant colony optimization (ACO) algorithm is proposed for incomplete routing logs are provided. The aim of our work is to develop an analysis model for reconstruction of attack paths to traceback the botnet C&C via ant-inspired collective intelligence by calculating the pheromone to find possible routes with support and confidence degree. The validation of model uses NS2 (Network Simulator, version2) complied by dark IP map, to simulate the scenario of fake IP attack, to test the effectiveness of model. Furthermore, sensitivity analysis is conducted to investigate significant parameters’ effect on the output of attack paths. Experimental results show that the proposed approach effectively suggests the best attack path of botnet in a dynamic network environment.
    Appears in Collections:[資訊管理系所] 期刊論文

    Files in This Item:

    File Description SizeFormat
    王平-An Analysis Model of Botnet Tracking based.pdf379KbAdobe PDF1694View/Open


    All items in KSUIR are protected by copyright, with all rights reserved.


    本網站之所有圖文內容授權為崑山科技大學圖書資訊館所有,請勿任意轉載或擷取使用。
    ©Kun Shan University Library and Information Center
    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - Feedback