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数据挖掘在邮件检测中的应用 被引量:2

Mail Detection System Based on Data Mining
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摘要 随着Internet技术的发展,网络中广泛使用的电子邮件正成为一种快捷而经济的通信手段。然而,各种垃圾邮件、邮件炸弹及邮件病毒的出现给用户收发邮件带来了极大的困扰。本文由浅入深地介绍了数据挖掘在邮件检测中的应用。提出了一种基于数据挖掘的检测模型和检测方法。 With the development of intemet techology,Email is becoming the most economical and quickest method which is warm used . However,user are puzzled with many kinds of virus,such as rubbish mails,emial bomb,etc.The thesis discusses the application of data mining in mail detection step by step.It also designs a system prototype about mail filtration and a simple classifier.
作者 张红 张天明
出处 《电脑知识与技术》 2006年第6期9-9,15,共2页 Computer Knowledge and Technology
关键词 贝叶斯分类器 增强型方法 数据挖掘 bayesian classifier boosting data mining
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  • 1[1]Lee Wenke, Stolfo S J. Data mining approaches for intrusion detection. In: Proc the 7th USENIX Security Symposium, San Antonio, TX, 1998
  • 2[2]Lee Wenke, Stolfo S J, Mok K W. A data mining framework for building intrusion detection models. In: Proc the 1999 IEEE Symposium on Security and Privacy, Berkely, California, 1999. 120-132
  • 3[3]Lee Wenke. A data mining framework for constructing features and models for intrusion detection systems[Ph D dissertation]. Columbia University, 1999
  • 4[4]Paxson Vern. Bro: A system for detecting network intruders in real-time. In: Proc the 7th USENIX Security Symposium, San Antonio, TX, 1998
  • 5[5]Agrawal Rakesh, Srikant Ramakrishnan. Fast algorithms for mining association rules. In: Proc the 20th International Conference on Very Large Databases, Santiago, Chile, 1994
  • 6[6]Agrawal Rakesh, Srikant Ramakrishnan. Mining sequential patterns. IBM Almaden Research Center, San Jose, California:Research Report RJ 9910, 1994
  • 7[7]Chen M, Han J, Yu P. Data mining: An overview from database perspective. IEEE Trans Knowledge and Data Engineeing, 1996,8(6):866-883

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