.: Spam Filter - Bayesian Filter to Fight back Spammers
By:Micky Sing
Category:Home / Internet / Spam
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
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.articles32.com
Author is the Admin of Spam Filter where you can find software to fight Spam, integrating with MS Outlook and Outlook Express.
.: New Spam Articles
1). Phishing For Your Identity
Phishing (pronounced as fishing) is defined as the act of sending an email to a recipient falsely claiming to have an established, legitimate business. The intent of the phisher is to scam the recipient into surrendering their private information, and ultimately steal your identity.
2). How To Recognize And Prevent Pfishing Scams
The warning notice you get from your bank over the internet may be a fraud. It is a scam intended to make you give up secure financial information. This article will show you how to recognize and deal with these frauds.
3). Investment Spam is Dangerous
Learn how to identify investment spam that has costed investors millions
4). Spam is a Beast
Spam has waged war on my sanity and I am helpless to do anything about it
5). Spam, Lovely Spam, Wonderful Spam
Spam is best defined as unsolicited and unwanted commercial electronic messages or e-mails that are sent to large numbers of people. The term is also used to similar abuses in other media, like messengers and newsgroups.
6). Awareness To Phishing Is Your Best Weapon
Many people are focused on building value online by making sites that serve real purposes and help us make the most of our time and our lives, while some are trying to exploit surfers and mine away value away from those who work hard building it into there sites. This article is about the ways we have to protect our selves from this very popular scamming technique.
7). The Pornographic Nature Of Spam
There is a trend in malicious SPAM which is wreaking havoc on many computers worldwide. Find out what you can do about it.
.: Top Spam Articles
1). Seven tips for securing your organization´s network from spam and email viruses
Seven tips for securing your organization´s network from spam and email viruses
Providing security against email related threats has become a burden for most IT professionals in 2006. According to a recent study by Postini, spam and email viruses now make up to 80% of all emails sent out as compared to 50% in 2000. As a result, IT professionals now face a tougher challenge in providing network security for this amount of spam.
2). Antispam Organization Out There That's Fighting For You
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.
3). Free Spam Blockers
Remember when spam was just another horrible thing you would never eat? And then you grew up a little and spam became the lyrics to a great Monty Python song. And now spam is something to avoid at all costs. Or, in the case of free spam blockers, at no cost at all. Everything is better when it’s free, right? Such is the case with blocking out annoying spam from your email account, too.
4). How to Reduce Spam in Your Inbox and Enhance Your Email Security
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.
5). Spam, What is it Good for, Absolutely Nothing!
Over time, unless the growth of spam isn't stopped, it will destroy the usefulness and effectiveness of email as a communication tool.
6). How To Tighten Up Your Email Security
These days email is a necessary part of communication. However, this also means that email is one of the most popular ways for a virus to infect your computer. You need to protect yourself from the threat of fraud and infection.
Viruses
Email attachments often contain viruses so you need to be careful whenever you open any type of attachment even if you know the sender.
7). How to Benefit from Comment Spam
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.