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50
Voted
CEAS
2004
Springer
15 years 16 days ago
Exploring Support Vector Machines and Random Forests for Spam Detection
Gordon Rios, Hongyuan Zha
77
Voted
CEAS
2004
Springer
15 years 16 days ago
Managing Customer Opt-Outs in a Complex Global Environment
The day to day rhetoric associated with spam control focuses on measures, technology, rules or fees to impose order or control. These efforts concentrate on the broad range of mess...
Matt Leonard, Mayra Rodriguez, Richard Segal, Robe...
79
Voted
CEAS
2004
Springer
15 years 2 months ago
No-Email-Collection Flag
One source major of email addresses for spammers involves “harvesting” them from websites. This paper describes a proposal to allow a website owner to make illegal such automat...
Matthew B. Prince, Arthur M. Keller, Benjamin M. D...
56
Voted
CEAS
2004
Springer
15 years 2 months ago
On Attacking Statistical Spam Filters
The efforts of anti-spammers and spammers has often been described as an arms race. As we devise new ways to stem the flood of bulk mail, spammers respond by working their way ar...
Gregory L. Wittel, Shyhtsun Felix Wu
67
Voted
CEAS
2004
Springer
15 years 2 months ago
SpamGuru: An Enterprise Anti-Spam Filtering System
Spam-reduction techniques have developed rapidly over the last few years, as spam volumes have increased. We believe that no one anti-spam solution is the “right” answer, and t...
Richard Segal, Jason Crawford, Jeffrey O. Kephart,...
63
Voted
CEAS
2004
Springer
15 years 2 months ago
Filtron: A Learning-Based Anti-Spam Filter
Abstract. We present Filtron, a prototype anti-spam filter that integrates the main empirical conclusions of our comprehensive analysis on using machine learning to construct eff...
Eirinaios Michelakis, Ion Androutsopoulos, Georgio...
62
Voted
CEAS
2004
Springer
15 years 2 months ago
SpamBayes: Effective open-source, Bayesian based, email classification system
This paper introduces the SpamBayes classification engine and outlines the most important features and techniques which contribute to its success. The importance of using the indet...
Tony A. Meyer, Brendon Whateley
54
Voted
CEAS
2004
Springer
15 years 2 months ago
European Union vs. Spam: A Legal Response
Nicola Lugaresi
61
Voted
CEAS
2004
Springer
15 years 2 months ago
Resisting SPAM Delivery by TCP Damping
Spam has become a major problem that is threatening the efficiency of the current email system. Spam is overwhelming the Internet because 1) emails are pushed from senders to recei...
Kang Li, Calton Pu, Mustaque Ahamad
62
Voted
CEAS
2004
Springer
15 years 2 months ago
A Multifaceted Approach to Spam Reduction
Barry Leiba, Nathaniel S. Borenstein