| 数据挖掘技术在Web网站安全中的应用 |
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| 引用本文： | 王琦,武伟.数据挖掘技术在Web网站安全中的应用[J].上海应用技术学院学报,2006,6(4):294-296,301. |
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| 作者姓名： | 王琦 武伟 |
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| 作者单位： | 上海邦德职业技术学院 上海200444(王琦)，上海应用技术学院计算机科学与信息工程系 上海200235(武伟) |
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| 摘 要： | Web网站的安全是影响商务网站发展的一个十分重要的问题。介绍了数据挖掘技术及其在Web网站安全中的应用。从三个层次讨论Web网站的安全:基于数据挖掘技术的网络入侵检测,实现网站低层网络级安全;在系统用户级实现异常检测,防止系统用户的越权行为;对Web日志进行数据挖掘,发现Web用户的异常行为,实现高层安全。
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| 关 键 词： | 数据挖掘 Web日志挖掘 关联规则 网络入侵 异常检测 |
| 文章编号： | 1671-7333（2006）04-0294-03 |
| 收稿时间： | 2006-10-08 |
| 修稿时间： | 2006-10-08 |
Application in Data Mining in Security of Web Sites |
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| WANG Qi,WU Wei.Application in Data Mining in Security of Web Sites[J].Journal of Shanghai Institute of Technology: Natural Science,2006,6(4):294-296,301. |
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| Authors: | WANG Qi WU Wei |
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| Institution: | 1. Shanghai Bangde Vocational College, Shanghai 200444;2. Department of Computer Science and Information Engineering, Shanghai Institute of Technology, Shanghai 200235, China |
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| Abstract: | The security of web sites is a very important problem that influences the development of commerce web site.Data mining technology and its application in the security of web sites are introduced here.The security of web sites is discussed in three steps.The first step is to realize low level security of web sites by the technology of network anomaly detection based on data mining,the second is to avoid exceeding registered users' power based on anomaly detection in the level of systematical registered users,and the third is to realize high level security by finding anomaly users based on web usage mining. |
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| Keywords: | data mining web usage mining association rules intrusion detection anomaly detection |
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