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2005 Symposium on Applications and the Internet (SAINT'05)
Spam Filtering using Spam Mail Communities
Trento, Italy
January 31-February 04
ISBN: 0-7695-2262-9
P. Deepak, Indian Institute of Technology Madras, Chennai, India
Sandeep Parameswaran, IBM Global Services India Pvt. Ltd., Bangalore, India
We might have heard quite a few people say on seeing some new mails in their inboxes, "Oh! That spam again". People who observe the kind of spam messages that they receive would perhaps be able to classify similar spam mails into communities. Such properties of spam messages can be used to filter spam. This paper describes an approach towards spam filtering that seeks to exploit the nature of spam messages that allow them to be classified into different communities. The working of a possible implementation of the approach is described in detail. The new approach does not base itself on any prejudices about spam and can be used to block non-spam nuisance mails also. It can also support users who would want selective blocking of spam mails based on their interests. The approach inherently is user-centric, flexible and user-friendly. The results of some tests done to check for the feasibility of such an approach have been evaluated as well.
Citation:
P. Deepak, Sandeep Parameswaran, "Spam Filtering using Spam Mail Communities," saint, pp.377-383, 2005 Symposium on Applications and the Internet (SAINT'05), 2005
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