DSPAM 3.9.0
DSPAM is a server-side statistical anti-spam agent for Unix email servers.DSPAM masquerades as the email server\'s local delivery agent and effectively filters spam using a combination of de-obfuscation techniques, specialized algorithms, and statistical analysis.The result is an administratively maintenance-free, self-learning anti-spam tool. DSPAM has yielded real-world success rates beyond 99.9% accuracy with less than a 0.01% chance of false positives.The DSPAM project attempts to set itself apart from other filters by focusing on the following areas: · DSPAM has a strong drive for research. Many new algorithms and approaches to fighting spam have come out of the DSPAM project. Some of the approaches deployed in DSPAM include Concept Identification, Neural Networking, Message Inoculation , advanced de-obfuscation techniques, and a new noise reduction algorithm called Bayesian Noise Reduction. We\'re always looking for new approaches to improving the accuracy of DSPAM.· A strong focus on large-scale implementation support. The largest implementation of DSPAM we\'ve heard about to-date involves 350,000 users, with the next largest being around 125,000, then 100,000. DSPAM has been designed to run with a very short execution time (between 0.01s - 0.03s real time for classification and between 0.03s - 0.10s real time for training, on average hardware), and has been equipped with a storage driver API allowing several different storage mechanisms to be used. Depending on disk space constraints, accuracy can be traded off for additional disk space or vice-versa.· Usability. DSPAM was designed with \"grandma\" in mind. Users can retrain by either forwarding any spam they receive to a spam address, or (in v3.4.2+) use the history function of the included web interface to quickly mark spam and deliver false positives. End-users don\'t need to know any commandline utilities or other complexities plaguing some other such tools. Functions such as whitelisting and keyword inventory are automatic (based on statistical functions) and therefore require no user intervention.Here are some key features of \"DSPAM\":
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