Home
>
Spam Blocking
>
Bayesian Spam Filters Explained

Bayesian Spam Filters Explained

In a word Bayesian spam filters are "intelligent". Bayesian spam filters are intelligent in so far as they're capable of comparing two sets of information and acting on the result. This is in direct contrast to the vast majority of other spam filters who use pre-built rules to decide which e-mail is spam and which is not.

Bayesian spam filters can take one group of legitimate e-mail and another group of spam and compare the values and data of each. The definition of legitimate e-mail that it creates at the end of this comparison session is what it uses going forward to scan your inbox for spam.

FYI Bayesian spam filters are named after Thomas Bayes an 18 century cleric who created something known as Bayes Theorem. In summary Bayes Theorem is as follows: .."in statistical inference to update estimates of the probability that different hypotheses are true, based on observations and a knowledge of how likely those observations are, given each hypothesis." In plain English it looks for obvious repeating patterns to form an "opinion" on something. In spam filter terms that "opinion" becomes a rule which keeps you spam free (or pretty close :-)

The really neat thing about Bayesian filters is that they're capable of learning. For example if they decided to block an e-mail because the filter perceived it as junk but the user marked it as valid mail the Bayesian filter then knows not to block that type of e-mail in the future. So, in time, this type of spam filter learns enough to block spam far more effectively. AOL have embraced this type of spam filter with the launch of AOL 9.0 and AOL Communicator- if the big dog wants it then it must be worthwhile?

So what Bayesian spam filtering options are available to you? Well quite a few to be honest and you'll be pleasantly surprised by some of the names involved :-) The first one on the list is AOL with their AOL Communicator product. The spam filtering features in AOL Communicator and AOL 9 are, to be honest, impressive. Think what you will of the provider themselves AOL Communicator is an excellent product and is suitable for use by both PC and Mac OSX users.

Next up we have Eudora. The nice folks at Qualcomm have designed an excellent e-mail client that also has built in Bayesian spam filtering. I've used Eudora in the past and it's a neat little package. Again the benefits here are advanced integrated spam filtering with your e-mail automatically. Mac OSX and OS9 users are in luck with Eudora providing support for both.

If you'd like to know more about spam filters or just spam in general please drop by our site at www.spam-site.com

Need a spam blocker? Check out Spam-Site.com for spam filter reviews and spam related information.

executive chauffeured services Bradford .. Madison to Airport car

In The News:

Getting virus alerts on your iPhone? Tech expert Kurt “CyberGuy" Knutsson helps you learn how to handle fake scam alerts and boost security.

Tech expert Kurt “CyberGuy" Knutsson says opening emails is safe, but risks arise from interacting with links, attachments or HTML content.

Tech expert Kurt “CyberGuy" Knutsson reveals four signs of compromised Social Security numbers and offers five steps to protect yourself.

Tech expert Kurt “CyberGuy" Knutsson discusses how MAB Robotics' Honey Badger 4.0, a versatile robot, now walks underwater with amphibious skills.

An updated Android trojan called FakeCall hijacks bank calls. Tech expert Kurt “CyberGuy" Knutsson says Android phone manufacturers and Google need to step up their game on security.

The Massimo Modular E9 is a sleek, smart and comfy tiny home in 409 square feet. Tech expert Kurt “CyberGuy" Knutsson takes a closer look at what the future of housing might look like.

Every stock trader should consider a virtual private network to safeguard their trading, according to tech guru Kurt "CyberGuy" Knutsson.

Apple recently announced its new lineup of Macs and rolled out Apple Intelligence, its latest artificial intelligence-powered feature for its products.

A Swiss-engineered robot can climb ladders, showing why it's at the cutting edge of autonomous robotic solutions for harsh industrial settings.

Kurt "CyberGuy" Knutsson presents the cities targeted most by robocalls, why this is happening and what you can do about it to protect your privacy.

Stay up to date on the latest AI technology advancements and learn about the challenges and opportunities AI presents

Kurt "CyberGuy" Knutsson shares tips and suggestions for how to get the best use out of the updated Calendar app available with the latest iOS update.

Your Social Security number, your unique identifier used for many purposes, has likely been leaked on the Dark Web; here are some steps you can take to protect yourself.

Researchers have developed a new technology that creates strong, sticky fibers capable of lifting objects and capturing things from a distance.

Smart rings track the same things that smartwatches do, including steps, sleep and a general overview of your overall health, and they tend have more battery life than smartwatches.

Researchers have developed a robotic finger that can perform routine medical exams like those conducted by doctors, helping to address the growing shortage of trained professionals.

Stay up to date on the latest AI technology advancements and learn about the challenges and opportunities AI presents now and for the future.

Insurance administrative services company Landmark Admin reported that a data breach from a May cyberattack affected over 800,000 people.

Sotheby's will auction the first artwork created by Ai-Da, the world's first robot artist created in 2019 by British gallerist Aidan Meller.

More than 250 million users of the Verizon Messages app will have to switch to another app. Verizon is shutting down Messages in the next month.

Tech expert Kurt “CyberGuy" Knutsson provides a list of 10 celebrities who are the most targeted by deepfake scams, including Tom Hanks.

Tech expert Kurt “CyberGuy" Knutsson discusses how Vast's Haven-1, launching in 2025, transforms space living with human-centric design.

UnitedHealth confirms over 100 million Change Healthcare users had their data stolen. Kurt “CyberGuy" Knutsson reveals what happened and what caused the breach.

Tech expert Kurt “CyberGuy" Knutsson explains how iOS 18 brings new text formatting and animated effects to the Messages app.

Whether you're a social media veteran or novice, Facebook friend request scams are common. Kurt the CyberGuy provides tips to keep your account safe.

Bayesian Spam Filters Explained

Spam Blocking