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» An Analysis of Case-Base Editing in a Spam Filtering System
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IDA
2007
Springer
13 years 5 months ago
An evaluation of Naive Bayes variants in content-based learning for spam filtering
We describe an in-depth analysis of spam-filtering performance of a simple Naive Bayes learner and two extended variants. A set of seven mailboxes comprising about 65,000 mails f...
Alexander K. Seewald
VIZSEC
2004
Springer
13 years 11 months ago
Email archive analysis through graphical visualization
The analysis of the vast storehouse of email content accumulated or produced by individual users has received relatively little attention other than for specific tasks such as spa...
Wei-Jen Li, Shlomo Hershkop, Salvatore J. Stolfo
ICC
2009
IEEE
13 years 3 months ago
Simulation of SPIT Filtering: Quantitative Evaluation of Parameter Tuning
A future where Internet Telephony will constitute a target valuable to attack is not so unrealistic. E-mail spam botnets software can be updated to send voice spam (commonly referr...
Federico Menna, Renato Lo Cigno, Saverio Niccolini...
WWW
2011
ACM
13 years 20 days ago
Wikipedia vandalism detection
Wikipedia is an online encyclopedia which anyone can edit. While most edits are constructive, about 7% are acts of vandalism. Such behavior is characterized by modifications made ...
Santiago Moisés Mola-Velasco
CEAS
2005
Springer
13 years 11 months ago
SMTP Path Analysis
Most proponents of domain authentication suggest combining domain authentication with reputation services. This paper presents a new learning algorithm for learning the reputation...
Barry Leiba, Joel Ossher, V. T. Rajan, Richard Seg...