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
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;
Conference_Titel :
Intelligent Control and Automation (WCICA), 2011 9th World Congress on
Conference_Location :
Taipei
Print_ISBN :
978-1-61284-698-9
DOI :
10.1109/WCICA.2011.5970733