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From: Jeffrey Carter <spam@spam.com>
Subject: Re: Current "Swen" worm attack - a tip
Date: Tue, 23 Sep 2003 17:44:22 GMT
Date: 2003-09-23T17:44:22+00:00	[thread overview]
Message-ID: <WD%bb.785$RW4.309@newsread4.news.pas.earthlink.net> (raw)
In-Reply-To: <slrnbmvtqt.gu.randhol+abuse@kiuk0152.chembio.ntnu.no>

Preben Randhol wrote:
> 
> I have found that the baysian filtering is very good when you have
> taught it what is spam and what is not. It takes a bit effort in the
> beginning, but now I get about 40-50 spams a day and I have some 5-7
> mailinglists and it filters all for me into correct folders. Sometimes a
> spam ends in the wrong place, but then it is simply (for me) to press a
> key and it is relearnt as spam and moved into that folder.
> 
> I have heard talk that the naive baysian statisical methods used could
> be improved and other statistical methods might do better, however there
> has not been an implementation yet. So if anybody here knows statistics
> it is a nice chance to make a killer spam filter :-)

I've long felt that a neural network should be able to learn to 
distinguish spam from real mail very accurately. The problem is figuring 
out a good way to represent a mail message to the network. I haven't had 
much success on that, but once you have that, training the network is 
simple.

-- 
Jeff Carter
"I've got to stay here, but there's no reason
why you folks shouldn't go out into the lobby
until this thing blows over."
Horse Feathers
50




  reply	other threads:[~2003-09-23 17:44 UTC|newest]

Thread overview: 31+ messages / expand[flat|nested]  mbox.gz  Atom feed  top
2003-09-22  3:05 Current "Swen" worm attack Alexander Kopilovitch
2003-09-22 10:27 ` Stephane Richard
2003-09-22 11:45   ` chris
2003-09-23  3:49     ` Wes Groleau
2003-09-22 11:49   ` Preben Randhol
2003-09-22 21:42     ` Randy Brukardt
2003-09-23  7:10       ` Preben Randhol
2003-09-23  7:35       ` Vinzent Hoefler
2003-09-23  0:39     ` Alexander Kopilovitch
2003-09-23  4:11       ` David Marceau
2003-09-23 11:08         ` Jeff C,
2003-09-23 15:41           ` Ludovic Brenta
2003-09-24  1:14             ` Jeff C,
2003-09-24  8:20             ` Martin Krischik
2003-09-25 10:10               ` Ludovic Brenta
2003-09-25 11:01                 ` Martin Krischik
2003-09-25 11:32                 ` Preben Randhol
2003-09-25 12:07                   ` Ludovic Brenta
2003-09-25 13:47                 ` Stephen Leake
2003-09-23 18:47         ` Randy Brukardt
2003-09-23 20:56         ` Berend de Boer
     [not found]       ` <3F6FA78D.3070708@myob.com>
2003-10-03 13:41         ` sk
2003-10-03 14:17           ` Preben Randhol
2003-09-23  3:44   ` Current "Swen" worm attack - a tip Wes Groleau
2003-09-23  7:33     ` Preben Randhol
2003-09-23 17:44       ` Jeffrey Carter [this message]
2003-09-23 18:00         ` Brian Catlin
2003-09-23 19:14           ` tmoran
2003-09-23 20:55         ` Berend de Boer
2003-09-24 10:08         ` Dmitry A. Kazakov
2003-09-24 21:50           ` Wes Groleau
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