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» A Three-Way Decision Approach to Email Spam Filtering
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CEAS
2008
Springer
13 years 10 months ago
Personalized Spam Filtering for Gray Mail
Gray mail, messages that could reasonably be considered either spam or good by different email users, is a commonly observed issue in production spam filtering systems. In this pa...
Ming-Wei Chang, Scott Yih, Robert McCann
CEAS
2004
Springer
14 years 1 months ago
Shall We Stop All Unsolicited Email Messages?
Spam is commonly defined as unsolicited email messages, and the goal of spam filtering is to eliminate these messages. In this paper, we argue that not all unsolicited email messag...
Rui Dai, Kang Li
INFOCOM
2011
IEEE
12 years 12 months ago
SocialFilter: Introducing social trust to collaborative spam mitigation
—We propose SocialFilter, a trust-aware collaborative spam mitigation system. Our proposal enables nodes with no email classification functionality to query the network on wheth...
Michael Sirivianos, Kyungbaek Kim, Xiaowei Yang
COLCOM
2005
IEEE
14 years 2 months ago
An experimental evaluation of spam filter performance and robustness against attack
— In this paper, we show experimentally that learning filters are able to classify large corpora of spam and legitimate email messages with a high degree of accuracy. The corpor...
Steve Webb, Subramanyam Chitti, Calton Pu
CEAS
2008
Springer
13 years 10 months ago
Improving Image Spam Filtering Using Image Text Features
In this paper we consider the approach to image spam filtering based on using image classifiers aimed at discriminating between ham and spam images, previously proposed by other a...
Giorgio Fumera, Fabio Roli, Battista Biggio, Ignaz...