Bayesian Spam Filtering

November 27, 2008, 03:46 AM — 

Bayesian filtering is one of the most effective and intelligent solutions to combat spam email nowadays. Spam is a problem faced by all email users and it shows no sign of slowing down anytime soon; in fact, the number of spam emails is increasing daily. Added to this, spammers are becoming more sophisticated and are constantly managing to outsmart ’static’ methods of fighting spam.

The techniques currently used by most anti-spam software are static, meaning that spammers simply examine the latest anti-spam filtering techniques and find ways how to dodge them, usually done by simply tweaking the message a little.

This gave anti spam developers a new challenge - come up with a new anti spam technique; one that was familiar with spammers’ tactics as they change over time, and one that is able to adapt to the particular organization that it is protecting from spam. The answer lay in Bayesian mathematics leading to a technique known as Bayesian filtering. More info on Bayesian spam filtering

» posted by gzammit

Sign up for ITworld's Daily newsletter
Follow ITworld on Twitter @IT_world

I like it!
Post a comment
The content of this field is kept private and will not be shown publicly.
  • Allowed HTML tags: <a> <em> <strong> <cite> <code> <ul> <ol> <li> <dl> <dt> <dd>
  • Lines and paragraphs break automatically.
peer-to-peer

Esther Schindler
If the comments are ugly, the code is ugly

claird
SVG a graphics format for 21st century

pasmith
Take Chrome OS for a test spin

Sandra Henry-Stocker
Solaris Tip: Have Your Files Changed Since Installation?

sjvn
64-bits of protection?

jfruh
Android fragments vs. the iPhone monolith

mikelgan
What Gizmodo missed about the Pro WX Wireless USB disk drive

 

Where Google Chrome security fails: the password
I heard mention that the Chrome OS will have some sort of encryption available a la bitlocker. If it's possible to encrypt personal data using another password or key, then it may have potential for very secure data.... And Ubuntu has an 'encrypt home directory' option, perhaps google should follow suit.
- Dann

Join the conversation here

The Daily Tip

The Daily TipQuick, practical advice for IT pros. Made fresh daily.

Hot tips:

Want to cash in on your IT savvy? Send your tip to tips@itworld.com. If we post it, we'll send you a $25 Amazon e-gift card.

Newsletters

Subscribe to ITWORLD TODAY and receive the latest IT news and analysis.

I would like to receive offers via email from ITworld partners.
By clicking submit you agree to the terms and conditions outlined in ITworld's privacy policy.
Featured Sponsor

AISO founders envisioned a Web hosting company that was environmentally friendly. While the company employed energy-efficient innovations like solar panels, its infrastructure produced unacceptable power and cooling requirements. Find out how AISO leveraged AMD technology to overcome their challenge in this case study white paper.

In this whitepaper, Scalar explores the opportunity to change the landscape with respect to mission critical databases built around Oracle. Leveraging technologies such as Linux, high-end commodity processing power and Oracle RAC technology to architect, design, build and maintain database infrastructure that delivers maximum availability, reliability and performance at a fraction of traditional cost.

On a typical day, weather.com, the Web site for The Weather Channel in Atlanta, serves up between 15 million and 20 million page views. But in September 2004, when back-to-back hurricanes ransacked Florida, the peak traffic on one day more than tripled: over 70 million page views by more than 7 million unique visitors. Read the full success story now.

Marketplace