Spam Filter - Bayesian Filter to Fight back Spammers

By:Micky Sing

The most prolific and path breaking innovation of last century had been the developments in the communication field. It literally changed the business working, product marketing, support services and most importantly, the advertisement campaigns.

But just like all goods things comes with a price, so was the communication. It brought in the problems of Spam Emails. Automated mailers with mass mailing capabilities, growing marketing dependencies on this tool have seen the large losses in terms of time and money.

There have been many ways of targeting spam mails like blacklisted domains, banned IPs, words in subject and many more. The spammers have always found out a way to change their identity. But here is the catch. The spammers are being paid to send the message. They can change their Domains, IPs, subject lines, but how much they can play with the contents? And that’s where content based filtering comes into focus. Now we can understand that by targeting and focusing on message body, there is a better chance of filtering spam emails.

Apart from the usual spam emails, the new menace has been created by the "phishing emails" targeting primarily eBay and PayPal accounts. These emails come as a "Last Warning", "Attention Required", "Password Change Required" or "Your account is suspended" among many more. These mails appear to have come from eBay or PayPal and provide a link to their own page.

These pages are designed just like the original pages and the unsuspecting user ends up providing his/her sensitive information like username/password or Credit Card Information to these duplicate pages. Here I would like to add one piece of advice to all users that you should always see where the link is taking you by seeing the tool tip and then if sure, follow the link.

The role of content in marking the mail spam or not spam has been achieved using the Bayesian filter. Together with the Black List of spammers and White list of trusted emails ids, is the best technique to counter the spam. The most interesting fact is that Spam Filter with Bayesian algorithm is a self learning filter. The more you use, the more secure you shall be within a matter of few days.

The spam filter integrate easily with popular emails clients such MS outlook and Outlook Express. With due course, up to 98% of the spam mails can be stopped from entering your Inbox. The Spam Filter for Outlook Express and Spam Filter for Microsoft Outlook, with the features of White List/Black List and properly used Bayesian Algorithm will help prevent spam mails, phishing mails and fraud mails from bothering you further.

There has been a considerable increase in the spam mails containing Non English Characters also. The Bayesian Algorithm based Spam Filter also must have the capability to parse non English characters and mark as spam mail.

To get rid of continuous spam mails, phishing mails, fraud mails and Non-English mails, you might like to try Official Spam Filter for Outlook Express 1.2 and Official Spam Filter for Microsoft Outlook 1.2. Official Spam Filter has the capability to seamlessly integrate with MS Outlook and Outlook Express and provide following features:

•Bayesian Algorithm for Anti Spam Filtering

•Auto Learning Bayesian Filter to challenge Spam Emails

•White List of Trusted Email Address

•Custom Black List

•Individual Marking of Spam/Not Spam Emails

•Optional feature to block Non-English Emails

•Complete Mail Header Information

For more information, visit Spam Filter

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Article keywords: spam filter, anti spam, bayesian spam filter, outlook express spam filter, outlook express, spam filter for outlook express, stop phishing emails

Article Source: http://www.articles2k.com

Author is the Admin of Spam Filter where you can find software to fight Spam, integrating with MS Outlook and Outlook Express.

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3). Antispam Organization Out There That's Fighting For You By : Robert Michael There's an antispam organization out there that's fighting for you and could use your help. CAUCE, the Coalition Against Unsolicited Commercial E-mail, is an all-volunteer global entity that began as SPAM-LAW, a group brought together for discussion only. They put all their efforts into getting legislation passed that would help stop and penalize spam.
4). How to Benefit from Comment Spam By : Chris Ellington Comment spam is annoying. Here's a quick piece on how to turn the tables on the comment spammers and use their comments to your advantage instead of theirs.
5). Real Businesses Send Spam, Too! By : Jerry Weinstock Unsolicited Commercial Email or Spam has grown at epidemic proportions. It is rapidly becoming the number one problem that Information Technology departments deal with on a day-to-day basis, surpassing computer viruses. The volume and percentage of unwanted email received in business and personal email inboxes is starting to overwhelm and drown out legitimate email.
6). Spam Filter - Bayesian Filter to Fight back Spammers By : Micky Sing The most prolific and path breaking innovation of last century had been the developments in the communication field. It literally changed the business working, product marketing, support services and most importantly, the advertisement campaigns. But just like all goods things comes with a price, so was the communication. It brought in the problems of Spam Emails.
7). How Do Anti Spam Solutions Work? By : Paton Jackson We have all suffered from these annoying dangerous spam emails. Most of us still do. There are excellent anti spam solutions in the market, there is no reason to tolerate this no more. To understand the solution we must first understand the problem. So, what is this spam email? Spam is unsolicited, unwanted, irrelevant or inappropriate email. Spam email is mostly used for commercial purposes.
8). How to Reduce Spam in Your Inbox and Enhance Your Email Security By : Richard Rogers Spam is the internet’s equivalent of junk mail. Spam is defined as an e-mail message sent to people without their consent or permission. Addresses of recipients are often harvested from Usenet postings or web pages, obtained from databases, or simply guessed by using common names and domains. Spam is sent to promote practically any product or service ranging from “Adult” products to logo design for websites.
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3). A Quick Look At Email Spam Filters By : Oliver Turner You must be eagerly finding for a way out to stop receiving Spam mails in your inbox. Take a quick look at email spam filters to get some idea on how to check spam. There are a number of email spam filters that you can use in your computer. For official purposes, you have anti server software spam where the spam filter is located in the server level to trap all email spam.
4). An Introduction To Spam Filters By : Peter Emerson Using spam filters is another very effective way of combating spam or junk mail. These programs use some keywords like ‘guaranteed’, ‘free’, etc and block any email with those words in them. But this has the disadvantage of sometimes blocking even important mails from your contacts and preventing those senders from sending mails to your address again.
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6). Fighting Spam! By : Darry J.Oswald It's been nearly a decade since spammers and their enemies begun evolving competitively. As with the classic cheetah/gazelle model originally formulated by Darwin, each time one group becomes a little faster or more agile, its adversaries develop traits for outwitting and outrunning it. In addition to wasting people's time with unwanted e-mail, spam also eats up a lot of network bandwidth.
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