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JMLR
2006
147views more  JMLR 2006»
13 years 7 months ago
Spam Filtering Based On The Analysis Of Text Information Embedded Into Images
In recent years anti-spam filters have become necessary tools for Internet service providers to face up to the continuously growing spam phenomenon. Current server-side anti-spam ...
Giorgio Fumera, Ignazio Pillai, Fabio Roli
CEAS
2005
Springer
14 years 1 months ago
Throttling Outgoing SPAM for Webmail Services
Spam has become a serious problem of Internet, and the current defense is limited to the filters deployed at the recipient side. Little known research has been applied to reduce ...
Zhenyu Zhong, Kun Huang, Kang Li
ICDM
2009
IEEE
111views Data Mining» more  ICDM 2009»
14 years 2 months ago
A Game Theoretical Model for Adversarial Learning
Abstract—It is now widely accepted that in many situations where classifiers are deployed, adversaries deliberately manipulate data in order to reduce the classifier’s accura...
Wei Liu, Sanjay Chawla
PRDC
2005
IEEE
14 years 1 months ago
A Multi-Faceted Approach towards Spam-Resistible Mail
As checking SPAM became part of our daily life, unsolicited bulk e-mails (UBE) have become unmanageable and intolerable. Bulk volume of spam e-mails delivering to mail transfer ag...
Ming-Wei Wu, Yennun Huang, Shyue-Kung Lu, Ing-Yi C...
ICDCSW
2005
IEEE
14 years 1 months ago
Zmail: Zero-Sum Free Market Control of Spam
The problem of spam is a classic “tragedy of the commons” [10]. We propose the Zmail protocol as a way to preserve email as a “free” common resource for most users, while ...
Benjamin Kuipers, Alex X. Liu, Aashin Gautam, Moha...