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Revolutionary Spam Firewall Developed

psy writes "physorg has a story on a new spam firewall developed at The University of Queensland. The new technology is the only true spam firewall in existence, according to co-developer Matthew Sullivan. "Existing anti-spam software filters out spam whereas ours puts up a firewall, stopping all email traffic and only allowing real mail through," said Mr Sullivan. "In addition, our technology is accurate and fast. We recently completed a successful trial of a key layer of the spam firewall and it processed the emails at 90 messages per second, misclassifying only one out of 25,000 emails." "It turned out that the software was even better than us, picking up spam we'd incorrectly classified as legitimate emails."

56 of 507 comments (clear)

  1. Spelling by swordboy · · Score: 5, Funny

    I have a simple algorithm to reject spam: spelling.

    If you can't spell correctly, then I don't want your v1agr4.

    --

    Life is the leading cause of death in America.
    1. Re:Spelling by random_culchie · · Score: 5, Informative

      Yes and aparently there are 600,426,974,379,824,381,951 different ways to spell viagra!

      Will your algorithm do it with polynomial complexity ;)

    2. Re:Spelling by gowen · · Score: 5, Funny
      We should apply the "good spelling" rule to /. posts.

      ( Read More... | 2 of 1274 comments | it.slashdot.org )


      --
      Athletic Scholarships to universities make as much sense as academic scholarships to sports teams.
    3. Re:Spelling by swordboy · · Score: 5, Insightful

      I honestly think that we need an RFC for this so that idiots who can't spell can get a real error message back when their legitimate email gets rejected. At this point, all spammers would be forced to spell correctly and it would be difficult for them to get their point across without using obvious spam keywords like 'viagra'.

      --

      Life is the leading cause of death in America.
    4. Re:Spelling by ninewands · · Score: 3, Informative
      Quoth the poster:
      Yes and aparently there are 600,426,974,379,824,381,951 different ways to spell viagra.

      Actually, the number is 1,300,925,111,156,286,160,896. He missed a couple of possibilities and had to update the page.
    5. Re:Spelling by CommanderData · · Score: 4, Informative

      His algorithm doesn't need to. All it needs to do is check against an existing dictionary of words. If the word is not on the list, it is assumed to be misspelled. (If the good spelling of Viagra is in the dictionary, simply remove it so that any correctly spelled reference to Viagra counts as a misspelling too). If there are greater than X% misspellings in the e-mail it gets trashed. X can be a smaller percentage if the e-mail has any hyperlinks in it, because it is virtually guaranteed that someone is trying to sell you something...

      --
      Urge to post... fading... fading... RISING!... fading... fading... gone.
    6. Re:Spelling by Anonymous Coward · · Score: 3, Insightful

      One of the biggest problems with this proposal is that messages talking/warning about spam-such as this one-would get marked as spam.

      It's already happened when I sent an email to a client warning about a porn dialer. The repeated mention of porn got my message spam-trapped.

      What's needed is a filter that checks these words & spellings in context-but that's far more difficult than the simplistic spell checker that's proposed.

    7. Re:Spelling by rossz · · Score: 4, Interesting

      Spelling doesn't work. The average computer user either can't spell or can't type and doesn't bother to use a spellchecker in email. I did small study on spell checking as an anti-spam tool and was somewhat disappointed by the results.

      --
      -- Will program for bandwidth
    8. Re:Spelling by wheany · · Score: 5, Insightful

      Only if the bayesian filter sucks. Or rather: Only if the tokenizer of the filter sucks. Bayesian filters don't have to treat the message as a raw string. They are free to parse it to, for example, remove comments, use image urls, or the difference between the foreground and background color in html mails as words.

      You can make a tokenizer that not only treas a word written like this: 't.r.i.c.k.y', as the word 'tricky', but also as a "pseudoword" like 'trick:dottedword.' So the "bayesian part" of the filter would see these two words: 'tricky' and 'trick:dottedword.'

      And there is of course loads of information that can be extracted from the headers of the mail.

  2. Not the first; not revolutionary by Anonymous Coward · · Score: 5, Informative

    I think Barracuda Networks would rather disagree with the idea that this is the "only true spam firewall in existence," considering that Barracuda's entire product line consists of spam firewalls.

    Damn fine spam firewalls, too, I might add. They handle around 115 messages per second, and can run up to eight filtering steps (including Bayesian analysis, which is similarly efficient to SVM, which the one in the article uses). Plus Barracuda's can do virus scanning.

    I'm not sure how this is revolutionary.

    1. Re:Not the first; not revolutionary by micromoog · · Score: 4, Insightful

      Isn't "spam firewall" just a marketing term for "filter"?

    2. Re:Not the first; not revolutionary by Rikus · · Score: 5, Insightful

      Isn't "spam firewall" just a marketing term for "filter"?

      Isn't "revolutionary" just a marketing term for any stupid new product?

    3. Re:Not the first; not revolutionary by Greyfox · · Score: 5, Informative
      I believe the distinction is when the filtering takes place. If you wait for the spam to be placed on your hard drive and filter it out when you start your mail client, then it's filtering. If you reject the spam before the remote MTA drops the connection, then it's a firewall.

      I'm using Postfix at home and it's got some nifty features to allow you to do this sort of thing. You can write a simple SMTP server that listens on some port of 127.0.0.1 and configure postfix to send the mail though that. Your server scans the E-Mail and sends a reject or accept message back to postfix, which sends it on to the remote MTA. Your SMTP server then feeds the mail into another postfix server which listens on an odd port of 127.0.0.1 and doesn't have the restrictions that your publically accessable postix server does. There are packages available for all sorts of scanning based on this ability. Since you reject the message at MTA time, you don't have to bother with sending a bounce message, either.

      --

      I'm trying to teach myself to set people on fire with my mind... Is it hot in here?

    4. Re:Not the first; not revolutionary by SkyWalk423 · · Score: 3, Funny
      They handle around 115 messages per second, and can run up to eight filtering steps

      Is this the next nerd measuring stick?

      Nerd #1: I overclocked my spam firewall, i'm getting 119 MPS now!

      Nerd #2: Sweet! My mom promised I'd get a new spam firewall accelerator card for Christmas, I'll pwn your 119 MPS!

    5. Re:Not the first; not revolutionary by isorox · · Score: 3, Insightful

      I understand a "spam firewall" to close the connection as soon as it recognises spam, rather then let the whole email download. In the case of those "Windows service pack" emails, you can save a lot of bandwidth.

    6. Re:Not the first; not revolutionary by Rei · · Score: 5, Insightful

      Isn't slashdot supposed to be more than just a conduit for corporate press releases?

      --
      No matter how kind you are, German children are kinder.
    7. Re:Not the first; not revolutionary by LaCosaNostradamus · · Score: 5, Insightful

      Isn't "marketing" just a term for people who don't know, selling to other people who don't know?

      --
      [You have a stable society when some nut guns down a schoolyard and the law doesn't change.]
    8. Re:Not the first; not revolutionary by naelurec · · Score: 4, Informative

      I do multi-layered protection. At the MTA level, I utilize some DNSRBL lists to block from known spam servers. In addition, I require HELO and reject people who are claiming to be my server. In addition, I will reject invalid recipient domains, etc.

      From here I run accepted emails through AMaViS / SpamAssassin / ClamAV / Sophos Sweep (I have yet had Sophos catch a virus that ClamAV did not detect.. though ClamAV caught two that Sophos did not..) and will not deliver (but notify postmaster) of spams over a set value (ie 8), deliver spam between 5-8 tagged and items under a certain value get passed without tagging. Viruses are always blocked and reported.

      Overall this has reduced unwanted email significantly. On networks of 40-60 users, between 35-50% of email is rejected at the SMTP level, about another 10% or so is quarantined (either viruses/spam), another 10% or so is tagged but delivered and the rest is legit.

      I have yet had any compliants of false positives (granted there is a risk that they do not know) but have had a lot of priase for reduction in spam levels. I am not aware of any viruses penetrating.

      Check out http://jimsun.linxnet.com/misc/postfix-anti-UCE.tx t for more info (this is postfix centric, but the ideas could be applied to other setups)

  3. Not a firewall by BarryNorton · · Score: 4, Informative

    This isn't a firewall as it doesn't filter based on addressing. Furthermore, the use of SVMs (support vector machines) to classify text is not new...

    1. Re:Not a firewall by Tony+Hoyle · · Score: 4, Funny

      the definition of a firewall is a device on a network that allows or denies access

      Ahh, so *that's* what our system administrator is called..

      I'll stick to 'Mordac' though.

  4. Fetchmail? by TheLoneCabbage · · Score: 3, Insightful


    Fetchmail + SpamAssassin?

    What am I missing here?

    Doesn't save B/W: you need to run in INSIDE your network.

    Don't care how fast it is: It's a dedicated server.

    1/25,000 failure rate with no false positives: OK, that's good. But still not amazing.

    How are their servers? /.?

  5. Uh yeah, OK... by Tony+Hoyle · · Score: 4, Insightful

    It's easy to produce these kind of results in trials - you just tune the spam filter to handle a certain set of emails, then you feed it those emails again and you get a near 100% success rate.

    Heck, why not do it with a million emails? Makes better headlines that way.

    I don't see how this is any different to SpamAssassin (the term 'Mail Firewall' is pure marketing bullshit. It's a spam filter. Get over it.) except I bet it costs a hell of a lot more...

    1. Re:Uh yeah, OK... by Tony+Hoyle · · Score: 3, Insightful

      They're not trying to get published. They're trying to get paid.

      Someone posted a non-slashdotted link. They've formed a company and are after funding - hence this press release. TBH Slashdot should stop giving these people airspace.

      This is *not* science it's a corporate press release. If they had the integrity you ascribe to them (which really doesn't exist - everyone has an agenda, whether it's to get published or, in this case, to get money) then they'd never have allowed it to go out with claims like this is 'new' and 'revolutionary' which are quite obviously total bullshit.

      And no, it's still not a firewall. I do exactly the same with postfix and spamassassin and that's not a firewall either. It's a mail filter.

  6. What happens to the 1 mis-classified email? by Thrymm · · Score: 5, Interesting

    1 out of 25k is impressive, but what happens to these spam mails? Are they bounced back as an error "no user account found"? Or done like a blackhole where the spammer doesnt know if it reeached its intended recipiant? I like my SpamBayes :)

  7. Ciphertrust, too... by TrebleJunkie · · Score: 4, Informative

    I know! Ciphertrust's Ironmail works the same way... It stops ALL mail inbound, runs it through about a dozen different detection queues, only letting legitimate stuff through. I'd really like to see how this new one is otherwise unique.

    --

    Ed R.Zahurak

    You know, oblivion keeps looking better every day.

    1. Re:Ciphertrust, too... by Just+Some+Guy · · Score: 3, Funny

      Darnit! The spam filter I was writing lets everything through, then picks through my inbox over the course of the next month to highlight possible spam in chartreuse. Back to the ol' drawing board...

      --
      Dewey, what part of this looks like authorities should be involved?
  8. Re:1/25000 by Shakrai · · Score: 4, Insightful

    Although this is a great new technology, for a business setting, I don't know if even missing one e-mail is acceptable...

    That's what everybody says but what's the other option? Letting all the SPAM come in? Do you really think that fed-up employee who gets hundreds of SPAMs a day is really going to do a better job of just mashing down the delete key then a SPAM filter with a 1/25000 error rate?

    Of course I doubt this technology would perform that well but the point still stands -- if you don't have a computer flagging them then chances are you have a human flagging them. Who do you trust more?

    --
    I want peace on earth and goodwill toward man.
    We are the United States Government! We don't do that sort of thing.
  9. Re:1/25000 by stienman · · Score: 5, Interesting

    Most users of email are now treating it as a lossy messaging system, and the users themselves accept that some messages simply don't make it. Critical business is always followed up with a call.

    -Adam

  10. Re:1/25000 by Quarters · · Score: 4, Interesting

    If you are sending something so critical then you shouldn't be using email. FedEx with signature required delivery and certified/return-receipt USPS mail exist for a reason.

  11. My favorite line: by calypso15 · · Score: 5, Funny

    "...companies losing valuable employee time to deleting spam..."

    Maybe they should be working on a Slashdot-Firewall. Damn, I really should get back to work.

    Oh, and since the linked article got /.ed, here:
    http://www.uq.edu.au/news/index.phtml?article=5833

  12. Spin doctors by sean23007 · · Score: 3, Insightful

    "It turned out that the software was even better than us, picking up spam we'd incorrectly classified as legitimate emails."

    Heh. Does anyone else see that as a good way to downplay false positives?

    "Oh, good point, Computer. That email from my boss actually was spam. I didn't realize that until you mentioned it."

    --

    Lack of eloquence does not denote lack of intelligence, though they often coincide.
    1. Re:Spin doctors by JimDabell · · Score: 3, Insightful

      No, it's well-known that humans make mistakes. Human decisions, when faced with hundreds of spam emails, result in false positives and false negatives as well. The comment you mention merely points out that they consider it to make less false negatives than the average human.

  13. Re:but cant it by Zork+the+Almighty · · Score: 3, Funny

    You shouldn't be exposing port 6000 anyway.

    --

    In Soviet America the banks rob you!
  14. Spam firewall? I want a hard drive firewall by MustardMan · · Score: 3, Interesting

    I submitted this as an ask slashdot and was promptly rejected, so I'm going to put this here as a slightly on-topic post.

    What I want to see is a software hard drive "firewall." If you're not sure what I mean, think of what a product like zone alarm does when spyware.exe tries to access the internet on your pc. It pops up a window saying "do you want to allow this program..." Now, why can't we have the same thing for hard drive access? So, I download fungame.exe, and when I go to run it, my "firewall" tells me fungame.exe is trying to write to fifteen different directories to install different spyware products. It could only give a popup on the first time a program tries to write to a given directory, and have an option to not show any new notices for this program, to limit the annoyance factor. I think this would be a great tool to help lessen spyware/trojan problems. If the program interacted with spybot or a similar product, it could even automatically prevent writing of files that are known to be adware. Is there anything like this out there? Anyone who would be willing to help make it?

  15. Re:1/25000 by rjstanford · · Score: 3, Insightful

    and if we missed 4 legit client emails a day... that would be lost business, and that's just unacceptable no matter how you look at it.

    Well... how much money would it take to have the staff necessary to do the filtering manually (at a better rate - even humans are fallible), and how much would the potential business loss cost you? Assuming that the business was very profitable, and that the senders wouldn't call or send a follow-up email of course.

    --
    You're special forces then? That's great! I just love your olympics!
  16. As a self-appointed representative of ... by burgburgburg · · Score: 4, Funny

    Unconsciously Desired Email Industry (Our slogan: You opted in in your heart!), I'd like to strongly protest the continuing escalation of technology against us. We provide the opportunity for hundreds of thousands of people to spend freely on products unburdened by simple heuristics of "they work" or "they won't make you ill" or "we'll actually send them". Why are you so intent on interfering with the consumer ethos?

  17. Big deal by n6kuy · · Score: 3, Funny

    You mean it blocks all email, and the one ligitimate email among the 25000 is the "misclassed" one...

    --
    If you disagree with me on social issues, then it's pretty clear that you are a narrow-minded bigot.
  18. Re:1/25000 by cyngus · · Score: 5, Insightful

    One of two conditions exists in this case.
    1) The e-mail is vitally important and your business will be seriously damaged by its failed delivery.

    2) The e-mail was somewhat important, but not something large enough to materially change your revenue/profits.

    If the first is the case, you probably shouldn't be using e-mail in the first place and/or whoever sent it is probably going to follow up with a FedEx or phone call.

    In the case of number 2 (ha ha, number two), you've saved so much time not having to wade through spam that the losses are negated.

  19. Here's how it probably works by lokedhs · · Score: 5, Interesting
    I heard about this new technique before. Apparently it works trmendously well.

    The idea is that the mail server keeps a whitelist of "allowed" addresses which are always accepted. If a mail comes from an address which is not known, the mail server will reply with a "server unavailable, try later" error message. All real mail servers will try to send the message a little later (I don't know the exact time, but it's probably less than an hour. Someone else might know better).

    The second time the remote mail server tries to connect, the server accepts the mail and adds the address to the whitelist.

    However, mass mailers for spam don't do this but simply go on to the next address in the list if this happens. This way the spam message is filtered out.

    Note that this method doesn't require any analysis of the actual content of the messgae, nor does it involve any manual actions from neither the sender nor the receiever. Currently it's porbably the best spam blocking method that exists.

    1. Re:Here's how it probably works by Santana · · Score: 4, Informative

      That's how spamd works, and yes, it works tremendously well. I used to get 300 spam messages daily. I receive now one or two every week.

      --
      The best way to predict the future is to invent it
    2. Re:Here's how it probably works by hedronist · · Score: 4, Informative
      I think you're trying to describe greylisting. Although greylisting is amazingly effective, I don't believe that's what is being discussed here (the site is slashdotted).

      Our experience with greylisting has been (1) an 90%+ reduction in passed-through email (with no complaints from users about lost mail (yet)), (2) a dramatic decrease in server load because SpamAssassin doesn't see the message until after it gets past greylisting, and (3) people rediscover how useful email is once you get all of the crap out of their inbox.

      Marketing Guy: What's the worst that could happen?
      Dilbert: Our beta product could turn into an evil robot that annihilates the galaxy.

    3. Re:Here's how it probably works by slashname3 · · Score: 3, Informative

      You just described greylisting. And it works extremely well. It is something all ISPs should be forced to implment immediately.

      And for those that say this is a stop gap and won't be effective for very long, they are wrong.

      The whole idea is to increase the cost to the spammer of sending out millions of emails. By greylisting they have to resend the same message at least twice, possibly multiple times, since they don't know how long the delay is.

      On top of that if you combine greylisting with an RBL which is fed from a spam trap it is most likely that by the time the spammer resends the message to you a second time that machine is listed in the RBL. So the second attempt you let it in, check the RBL and reject the message.

      Add spamassassin as the next line of defense and the few messages that do get through will get tagged and dropped in the spam bucket.

      But the important part of all this is to increase the cost to the spammer. If they try to get around this then they have to maintain a list of sent messages that were rejected and resend. This takes time and resources to do, thus increasing the cost to the spammer.

  20. I hope they don't reject my e-mail by koinu · · Score: 5, Funny
    I'm a.l-wa-ys wr|?|-ng l|-ke ðißs 2 m.y f-iends

    amidoacetic platymyoid granomerite nonacceptant dorsoposteriad uninclined unshocked zibet intercity lornness

  21. Re:1/25000 by Alioth · · Score: 4, Insightful

    1/25000 is significantly better than a human being. If you use no automatic spam filtering at all, and you get a typical geek's email load (about 100 spam a day with 10 legitimate emails a day), you will still delete mail as spam when it wasn't spam.

    That's why I use SpamAssassin - it does a good job, and is no worse at making false positives than I am. If I'm just as liable to make a false positive than an automatic filter, I'm better off saving my time.

  22. What's the problem? by Deep+Fried+Geekboy · · Score: 3, Funny

    Thanks to spam, I have been able to remortgage my house online seventeen times to pay for diet pills, pirated software, false identity cards and bogus certificates proving I am a minister of religion.

    Not to mention my enormous, permanently erect p3N1s.

    Just say NO to spam-blocking!

    --

    I'm not wrong. You haven't thought about it hard enough.

  23. Why filter at firewall layer? by sdxxx · · Score: 4, Insightful
    Well, the site is slashdotted, so I can't read their claims. However, it doesn't seem like there is any benefit to doing spam filtering at the firewall layer.

    For example, Mail Avenger allows you to filter spam based on network characteristics like SYN fingerprints and routes. It even integrates with the kernel firewall to filter out aggressive spammers and mail bombers. However, because it runs as an ordinary user-level process, it also has much more flexibility, for example allowing individual users to set different policies on different email addresses. What can a spam "firewall" do that you can't do with a system like Mail Avenger.

  24. Re:One solution to spam by MurkyGoth · · Score: 4, Interesting

    (Presuming that wasn't a troll) That's a horrible, horrible solution. Viruses fake sender addresses, which means the faked address gets *loads* of these 'Please confirm' emails, clogging up another innocent mail server. Get it wrong, and you'll have two servers sending 'Please confirm' messages to each other until one screws up into a little ball and dies. I'm all for the War Against Spam, but this isn't the way - it just doubles the amount of emails.

  25. The what where now? by broothal · · Score: 4, Funny

    This didn't make it through my bullshit filter. Oh - sorry, I mean bullshit firewall. It's like this new technology that rejects bullshit from the evil internet, so I never have to read it. Thank god, because if I'd read about this "revolutionary spam firewall" I would be forced to make a childish comment on slashdot and burn some karma.

  26. Re:1/25000 by biglig2 · · Score: 4, Interesting

    Then you're stuffed anyway, because internet e-mail is not guaranteed.

    It is difficult. We're swatting away a million of the damn things a week and still our users complain. They also complain when we get false positives. And when, next week, we turn on the system that lets them see what we have blocked that was addressed to them, they'll complain too.

    I think the one solution they would find acceptable is for me to personally read every one of those million messages and mark it as good or bad. I hope our VP doens't read slashdot....

    --
    ~~~~~ BigLig2? You mean there's another one of me?
  27. Solution by HarveyBirdman · · Score: 3, Funny

    Hellfire missiles into the offices of spammers. It's the only way to be sure.

    --
    --- Ban humanity.
  28. Won't work. by pontifier · · Score: 3, Funny

    Any sufficiently advanced spam is indistinguishable from ham.

    Fenley's torment.

    --
    -John Fenley
  29. Re:1/25000 by nkntr · · Score: 3, Insightful

    I support among other people, a marketing staff. When people are interested in buying things, they may only send one email. That one email is all you are going to get, and not getting it is the same as not getting the sale. I know the marketing staff is extremely skeptical about any sort of spam filtering, as they are always concerned about missing important emails that may lead to sales, and ultimately, revinue. I don't know how this fits in with spam filtering, but suggesting that all important email is followed up with a call is not true. And ask any CEO--sales are the most important thing to a company. It doesn't matter if you have the best thing in the world, if you can't sell it, it isn't worth anything.

  30. Re:1/25000 by ColdGrits · · Score: 3, Informative

    If missing one email is not acceptible to your business, then your business should not be using email ever anyway - email is not, nor has it ever been, a guaranteed delivery mechanism.

    At our company, current just over 50% of all inbound email is detected as spam. Thus more than 50% of all our inbound email is spam, and the true figure (allowing for the false negatives which slip through) is probably in excess of 60% (and rising)

    With a failure rate of 1 in 25,000, AND assuming that means a false positive rather than a false negative, then for our company taking into acount the volume of spam we receive it means 1 email in > 55,000 is wrongly identified.

    I can assure you that our business is capable of coping with 1 missed email in > 55,000.

    We certainly do not to business-threatening-essential transactions via insecure, non-guaranteeded publicly-transported email, and nor shoudl your business!

    --
    People should not be afraid of their governments - Governments should be afraid of their people.
  31. They've updated... by One+Childish+N00b · · Score: 3, Funny

    From the site: These three additions change the first equation to (3*13*17*4*3*17) variations, and boost the second equation to ( 192 x 3 x 192 x 13 x 192 x 17 x 192 x 4 x 192 x 3 x 192 x 17 x 192) = 1,300,925,111,156,286,160,896. Thanks Greg, Ryan and SR, you helped push the total into the SEXTILLIONS!

    Please don't tell me I'm the only one who finds it ironic that the number of different ways to spell it comes out as sextillions...

    --
    Dealing with lawyers would be a lot less tedious if they all looked like Casey Novak.
  32. Re:1/25000 by tiger99 · · Score: 3, Interesting
    The email system as we know it and the underlying protocols do not guarantee delivery, therefore any business absolutely relying on email is very stupid indeed.

    It is in principle possible to produce a reliable email system, but only if a receipt is returned to the sender when the recipient actually reads the mail, not when it arrives at his ISP for example.

    Sadly some businesses do rely implicitly on things that usually, but not always, work, such as mobile phones, pagers, and text messaging. It may have been the same with pigeons, a predator might get the bird! Businesses should set up foolproof systems if they want to do well, a quick phone call to confirm receipt of critical items, for example. The occasional email, even now, takes many hours or even several days to arrive, there is no guarantee whatsoever of time of arrival, but again some seem to think it is "instant", because it very often is. Managers should be aware of these issues, sadly some are not.

    But I hope this anti-spam firewall is a brilliant success, and that if it has minor shortcomings there will be satisfactory work-arounds. I am sick of spam, but the ultimate answer must be to ensure that it does not pay, i.e. that the probability of being caught multiplied by the fine greatly exceeds the potential profit. That requires legislation worldwide and some conceptually simple additions to existing mail servers, with care taken to protect the privacy of normal users. Given the political will, and some competent leaders (not Dubya or B. Liar, for a start) it should be easy.

  33. Old news by Anonymous Coward · · Score: 3, Informative
    They are not the first on the block.

    Heuristic analysis - detects and blocks spam by various email characteristics

    Black lists - checks if the sending server is in RBL (Realtime Blackhole List), dial-up or open-relay servers

    DNS verification - checks if the sender is using a valid mail server

    Keyword blocking - blocks spam according to keywords in subject and body

    Anti-spoofing - blocks email masquerading as coming from within the organization - a common spam technique

    Cookies/web beacons - blocks email cookies which help spammers identify the recipient as a "live" email

    Header verifier - inspects various header signatures and blocks spam

    Textual analysis - categorizes spam according to textual content like mortgages, pornography, dental care, etc

    Spam signatures - an auto-updating spam database allows detection and blocking of spam according to smart signatures

    Spam URL filtering - blocks email with links to spam sources and sponsors

    Spam image filtering - blocks email containing spam associated images

    Auto-updating database - local or remote spam blocking database based on thousands of Spam collecting bots and web crawlers

    http://www.esafe.com/esafe/anti-spam.aspeSafe