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Ending Spam: Bayesian Content Filtering and the Art of Statistical Language Classification
Join author John Zdziarski for a look inside the brilliant minds that have conceived clever new ways to fight spam in all its nefarious forms. This landmark title describes, in-depth, how statistical filtering is being used by next-generation spam filters to identify and filter unwanted messages, how spam filtering works and how language classification and machine learning combine to produce remarkably accurate spam filters. After reading Ending Spam, you'll have a complete understanding of the mathematical approaches used by today's spam filters as well as decoding, tokenization, various algorithms (including Bayesian analysis and Markovian discrimination) and the benefits of using open-source solutions to end spam. Zdziarski interviewed creators of many of the best spam filters and has included their insights in this revealing examination of the anti-spam crusade. If you're a programmer designing a new spam filter, a network admin implementing a spam-filtering solution, or just someone who's curious about how spam filters work and the tactics spammers use to evade them, Ending Spam will serve as an informative analysis of the war against spammers. TOC Introduction PART I: An Introduction to Spam Filtering Chapter 1: The History of Spam Chapter 2: Historical Approaches to Fighting Spam Chapter 3: Language Classification Concepts Chapter 4: Statistical Filtering Fundamentals PART II: Fundamentals of Statistical Filtering Chapter 5: Decoding: Uncombobulating Messages Chapter 6: Tokenization: The Building Blocks of Spam Chapter 7: The Low-Down Dirty Tricks of Spammers Chapter 8: Data Storage for a Zillion Records Chapter 9: Scaling in Large Environments PART III: Advanced Concepts of Statistical Filtering Chapter 10: Testing Theory Chapter 11: Concept Identification: Advanced Tokenization Chapter 12: Fifth-Order Markovian Discrimination Chapter 13: Intelligent Feature Set Reduction Chapter 14: Collaborative Algorithms Appendix: Shining Examples of Filtering Index
This digital document is an article from The Non-profit Times, published by Thomson Gale on February 15, 2006. The length of the article is 1547 words. The page length shown above is based on a typical 300-word page. The article is delivered in HTML format and is available in your Amazon.com Digital Locker immediately after purchase. You can view it with any web browser.Citation DetailsTitle: Sleeping with the phishes: filters kill spam and unauthenticated email.Author: Craig CauserPublication:The Non-profit Times (Magazine/Journal)Date: February 15, 2006Publisher: Thomson GaleVolume: 20 Issue: 4 Page: 1(2)Distributed by Thomson Gale
This digital document is an article from Canadian Chemical News, published by Chemical Institute of Canada on July 1, 2004. The length of the article is 980 words. The page length shown above is based on a typical 300-word page. The article is delivered in HTML format and is available in your Amazon.com Digital Locker immediately after purchase. You can view it with any web browser.Citation DetailsTitle: Improved chemunication.(Chemputing)(version 6.1, spam filter)Author: Marvin D. SilbertPublication:Canadian Chemical News (Magazine/Journal)Date: July 1, 2004Publisher: Chemical Institute of CanadaVolume: 56 Issue: 7 Page: 10(1)Distributed by Thomson Gale
Norton Internet Security 2006 [OLD VERSION]
A comprehensive set of security tools, Norton Internet Security helps keep you safe online as you surf and email, swap files, download programs, and chat. Includes: Norton AntiVirus, Norton Personal Firewall, Norton Privacy control, Norton AntiSpam and Norton Parental Control.
Norton AntiSpam 2005 - Single User
Take control of your mailbox! Norton AntiSpam works with popular email programs to get rid of those aggravating unwanted messages. Junk mail wastes your time and can expose children to inappropriate language and pictures.
Norton Internet Security 2005 - Single User
Give your computer essential protection from viruses, hackers, and privacy threats. Powerful yet easy to use, this award-winning suite now includes advanced spam-fighting software to filter unwanted mail out of your inbox. Includes: AntiVirus, Personal Firewall, Privacy Control, AntiSpam & Parental Control.
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