DocumentCode
1969018
Title
Spam filter based on incremental Bayes arithmetic
Author
Yan, Han-Bing ; Liu, Ya-Shu
Author_Institution
Tech. Team/Coordination Center of China, Nat. Inst. of Network & Inf. Security, Beijing, China
fYear
2011
fDate
16-18 Sept. 2011
Firstpage
6111
Lastpage
6114
Abstract
With the development of Internet, Email has become an important interaction manner. At the same time, spam becomes a boring thing in our life, and people pay more and more attention to spam filter. In this paper, we propose a method that uses N-Gram to calculate characters and uses X statistical method to extract characters, and then uses incremental Native Bayes arithmetic to hold up spam. In order to arise accuracy we use the filter method over and over again. The experiments show that our method is very effective, which greatly raises the accurarcy while keeping a minor error ratio.
Keywords
Bayes methods; Internet; arithmetic; information filtering; statistical analysis; unsolicited e-mail; χ2 statistical method; Internet development; N-gram method; character extraction; incremental Native Bayes arithmetic; minor error ratio; spam filter; Electronic mail; Emergency services; Information filters; Information security; Internet; Statistical analysis; χ2; Bayes; N-Gram; Spam;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Control Engineering (ICECE), 2011 International Conference on
Conference_Location
Yichang
Print_ISBN
978-1-4244-8162-0
Type
conf
DOI
10.1109/ICECENG.2011.6056834
Filename
6056834
Link To Document