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dspam-filter is a filter to invoke the anti-spam tool DSPAM directly from the embedded maildrop in vpopmail via dot-qmail forwarding. DSPAM masquerades as the email server's LDA. However most users of Qmail prefer to leave the qmail-queue intact.
SpamTestBuddy is a simple, light-weight, multiple-input spam scoring tool. It is standalone and can be used with simple procmail rules without root access or daemons. It has built-in support for simple DNS checks including DNSBL (DNS-based blocklist) queries, and can scan headers from filters such as SpamProbe, QSF, DSPAM that you already use. It reduces both false positives and false negatives with the benefit of extra spam tests.
DSPAM is a scalable and open-source content-based spam filter designed for multi-user enterprise systems. DSPAM is an adaptive filter which means it is capable of learning and adapting to each user's email. Instead of working off of a list of rules to identify spam. DSPAM's probabilistic engine examines the content of each message and learns what type of content the user deems as spam or nonspam.
Goals: - Plug and play. - Setup once, run forever. - Catch 99% of spam after the first 7 days with ZERO false positive. Features: - RPath Linux based distro - MTA: Postfix - Bayesian filter: DSpam - Antivirus: ClamAV - Greylisting: Policyd - And a Ruby on Rails WebGui to glue these stuff together.For more information about the project, please contact me via firstname.lastname@example.org.
This is a Google Summer of Code 2007 project. Bayesian filtering is a powerful machine learning tool frequently used in spam detection. The basic idea is that every word has different possibility to appear in a spam or innocent email. If an email contains lots of word usually appear only in spam email, we can say that this email is probably a spam too. Bayesian filter plays an important role in SpamAssassin. With Bayesian filter activated, SpamAssassin is more adaptive and accurate than using st