Using Efficient Attribute Selection for Classifying Denial-of-Service Attacks

碩士 === 國立中正大學 === 通訊工程研究所 === 101 === With the advancement of the Internet, many Internet service products produce, like smart phones, notebook computers, personal mobile assistant, iPad and so on. Users use these devices through wired or wireless means to access the various resources of the interne...

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Bibliographic Details
Main Authors: Yi-Kang Chang, 張奕康
Other Authors: Bo-Chao Cheng
Format: Others
Language:zh-TW
Published: 2013
Online Access:http://ndltd.ncl.edu.tw/handle/39992852749017975231
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Summary:碩士 === 國立中正大學 === 通訊工程研究所 === 101 === With the advancement of the Internet, many Internet service products produce, like smart phones, notebook computers, personal mobile assistant, iPad and so on. Users use these devices through wired or wireless means to access the various resources of the internet. Since the Internet is an open environment, the security threat is relatively improved a lot. There are many Internet service attacks, but Denial-of-Service attacks is the most common. Many attribute can be used to analysis attack behaviors, but not all attributes are necessary. This paper using an efficient attribute selection method. By excluding unnecessary attributes will not affect the classification results. After the exclusion, the accuracy can be relatively high.