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How Spam Filters Work

Spam filters are used by most people to avoid getting spam into their inboxes. Most e-mail provides have free e-mail filters included with every e-mail account.

This is to the benefit of the customer and the provider, because it keeps annoying spam away from the customer, and it prevents the provider from having to give the customer an excessive amount of room in the inbox.

Many people prefer spam filtering to blocking, because all suspected spam goes the bulk folder and is subject to the user's inspection before it is deleted or accepted. This allows the user to accept e-mails that the filter considered spam and were not.

False positives (suspected spam that is not spam) usually occur more often than false negatives (spam that is not regarded as such by the filer and ends up in the inbox). Because of occasional errors that are inevitable, many users prefer filters as a less radical approach to keeping spam away.

Filters work according to Bayes' theorem, which , as it applies to spam, deals with calculating the probability that e-mails containing certain kinds of word or wording are spam. These buzz words and phrases are compiled after much research on the creation of spam, and habits of spammers are studied before calculating these probabilities.

The Bayes formula is highly effective in allow spam filters to get rid of most types of spam, but many spammers are getting smarter and are avoiding using words that have a high probability of appearing as spam.

This ever-evolving spamming vocabulary, is a problem for creators of spam filters who must constantly see to it that their product evolves to the point where it is a step ahead of the spammers. This is not easy, since most spammers are computer saavy, and can spend all day finding ways to get past spam filters. In general, it is easier to slip under a wall than to engineer a foolproof wall.

However, spam filters, while not flawless, are still the moderate choice for many who want to avoid receiving a large amount of spam, but who do not want to go as far as allowing only certain users to e-mail them. These computer users usually receive a dozen or so spam e-mails a day, as opposed to the hundreds of spam e-mails that invade the inboxes of small business owners.

Spam filters are expected to become more powerful as spammers become more ingenuous. For instance, certain words that have a high probability of appearing on spam e-mail, such as Viagra, are often deliberately misspelled to something like Viaagra. This can fool many filters, but for users who recognize this fact, it is easy to spot this kind of spam. The user can also train a filter to avoid e-mails with certain words and phrases and can permanently block messages from certain recipients.

The problem with this is that many spammers use spam zombies whose e-mail addresses are forced to send spam. A spammer can be blocked only to have the same message sent through the spammer spoofing an acquaintance's e-mail address or from another PC.

Although spam filters are not perfect, they are still well worth trying out, since they are effective at filtering out the vast majority of spam e-mails.

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