Spam Filtering Principles Resources



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Spam Filtering Principles Web Links

Spam Filtering: Large Site Principles At A Small Site (Rate) (Report)

A pdf document describing how Greg Williamson set up spam filtering at a home office which can ge extended to a large site.

 
Proper principles for Challenge/Response anti-spam systems (Rate) (Report)

Describes some best practices for email systems which use a challenge-response system to filter email. Once a user has sent an amail through this type of system, they can then send without challenge since they have proven they are human.

 
SpamGuru: An Enterprise Anti-Spam Filtering System (Rate) (Report)

A pdf document that outlines several spam filtering techniques and describes why these techniques should be combined to provide better spam filtering.

 
Email Filtering Principles and Techniques (Rate) (Report)

Describes email filtering techniques and filtering principles.

 
Better Bayesian Filtering (Rate) (Report)

Talks about some filtering spam projects and improving the performance of "A Plan for Spam" filtering algorithm.

 
Learning to Filter Spam E-Mail: A Comparison of a Naive Bayesian (Rate) (Report)

This paper investigates the performance of two machine learning algorithms in the context of anti-spam filtering.

 
What You Need to Know About Bayesian Spam Filtering (Rate) (Report)

Describes how bayesian filters work and how they learn from receiving both spam and good mail.

 
Spam Bayes Project documentation (Rate) (Report)

Provides definitions related to spam filtering and additional documentation about the Spam Bayes Project.

 
Spam Filtering FAQs (Rate) (Report)

Provides articles and links about various spam filtering methods.