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CEAS
2006
Springer
15 years 21 days ago
Spam Filtering with Naive Bayes - Which Naive Bayes?
Naive Bayes is very popular in commercial and open-source anti-spam e-mail filters. There are, however, several forms of Naive Bayes, something the anti-spam literature does not a...
Vangelis Metsis, Ion Androutsopoulos, Georgios Pal...
CEAS
2006
Springer
15 years 21 days ago
An Adaptive, Semi-Structured Language Model Approach to Spam Filtering on a New Corpus
Motivated by current efforts to construct more realistic spam filtering experimental corpora, we present a newly assembled, publicly available corpus of genuine and unsolicited (s...
Ben Medlock
CEAS
2006
Springer
15 years 21 days ago
Fast Uncertainty Sampling for Labeling Large E-mail Corpora
One of the biggest challenges in building effective anti-spam solutions is designing systems to defend against the everevolving bag of tricks spammers use to defeat them. Because ...
Richard Segal, Ted Markowitz, William Arnold
CEAS
2006
Springer
15 years 21 days ago
Annotating Subsets of the Enron Email Corpus
We present an annotation project for two subsets of the Enron email corpus. The first is a subset of the UC Berkeley Enron Email Analysis Project and the second consists of a port...
Jade Goldstein, Andres Kwasinksi, Paul Kingsbury, ...
CEAS
2006
Springer
15 years 21 days ago
Introducing the Webb Spam Corpus: Using Email Spam to Identify Web Spam Automatically
Just as email spam has negatively impacted the user messaging experience, the rise of Web spam is threatening to severely degrade the quality of information on the World Wide Web....
Steve Webb, James Caverlee, Calton Pu
Internet Technology
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