DocumentCode
2555351
Title
Collaborative spam filtering technique based On MIME fingerprints
Author
Shi, Wenxuan ; Xie, Maoqiang ; Huang, Yalou
Author_Institution
Lab. of Intell. Inf. Process., Univ. of Nankai, Tianjin, China
fYear
2011
fDate
21-25 June 2011
Firstpage
225
Lastpage
230
Abstract
Spam is the use of electronic messaging systems to send unsolicited bulk messages indiscriminately. However, the popular spam filtering methods are encountering spammers´ various disguise and confusion which seriously degrade the effect of spam filter. This paper proposes a collaborative spam filtering technique based on MIME fingerprints. By comparison experiments, our scheme achieved better performance and robustness for spam detection and filtering in privacy-protected context.
Keywords
Internet; data privacy; electronic messaging; groupware; information filtering; security of data; unsolicited e-mail; MIME fingerprint; Multipurpose Internet Mail Extensions; collaborative spam filtering technique; electronic messaging system; privacy-protected context; spam detection; unsolicited bulk message; Collaboration; Databases; Fingerprint recognition; Information filters; Unsolicited electronic mail; MIME; Spam filtering; collaborative filtering; fingerprinting; privacy protection;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location
Taipei
Print_ISBN
978-1-61284-698-9
Type
conf
DOI
10.1109/WCICA.2011.5970733
Filename
5970733
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