An effective multi-layered defense framework against spam
β Scribed by Jianying Zhou; Wee-Yung Chin; Rodrigo Roman; Javier Lopez
- Publisher
- Elsevier Science
- Year
- 2007
- Tongue
- English
- Weight
- 341 KB
- Volume
- 12
- Category
- Article
- ISSN
- 1363-4127
No coin nor oath required. For personal study only.
β¦ Synopsis
Spam is a big problem for email users. The battle between spamming and anti-spamming technologies has been going on for many years. Though many advanced anti-spamming technologies are progressing significantly, spam is still able to bombard many email users.
The problem worsens when some anti-spamming methods unintentionally filtered legitimate emails instead! In this paper, we first review existing anti-spam technologies, then propose a layered defense framework using a combination of anti-spamming methods.
Under this framework, the server-level defense is targeted for common spam while the client-level defense further filters specific spam for individual users. This layered structure improves on filtering accuracy and yet reduces the number of false positives. A sub-system using our pre-challenge method is implemented as an add-on in Microsoft Outlook 2002. In addition, we extend our client-based pre-challenge method to a domain-based solution thus further reducing the individual email users' overheads.
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