Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim
Spam is a serious problem that has been increasing plaguing users of the Internet. Programs known as spam filters are employ to assist the user in deciding if an email is worth reading or not. This paper is focuses on build the mail server with spam filter and analysis the effectiveness of rule b...
| Main Author: | |
|---|---|
| Format: | Student Project |
| Language: | English |
| Published: |
Faculty of Information Technology and Quantitative Sciences
2006
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| Subjects: | |
| Online Access: | https://ir.uitm.edu.my/id/eprint/657/ |
| _version_ | 1848802372480925696 |
|---|---|
| author | Ibrahim, Ahmad Bakhtiar |
| author_facet | Ibrahim, Ahmad Bakhtiar |
| author_sort | Ibrahim, Ahmad Bakhtiar |
| building | UiTM Institutional Repository |
| collection | Online Access |
| description | Spam is a serious problem that has been increasing plaguing users of the Internet.
Programs known as spam filters are employ to assist the user in deciding if an email is
worth reading or not. This paper is focuses on build the mail server with spam filter and
analysis the effectiveness of rule based (Heuristic) and Bayesian filtering method that
use in SpamAssassin. The mail server consolidates software which is available in public
domain as a powerful and low cost solution for seeking option in fighting spam. The rule
based method using set of rules to define the incoming email as spam or not and
Bayesian method using probability of incoming mail to define that the mail is belong to
either spam or legitimate mail category after its require a training period for
SpamAssassin. The combination of both methods show that SpamAssassin is a better
spam checking. |
| first_indexed | 2025-11-14T21:22:18Z |
| format | Student Project |
| id | uitm-657 |
| institution | Universiti Teknologi MARA |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T21:22:18Z |
| publishDate | 2006 |
| publisher | Faculty of Information Technology and Quantitative Sciences |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | uitm-6572017-11-01T10:58:37Z https://ir.uitm.edu.my/id/eprint/657/ Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim Ibrahim, Ahmad Bakhtiar Spam filtering Spam is a serious problem that has been increasing plaguing users of the Internet. Programs known as spam filters are employ to assist the user in deciding if an email is worth reading or not. This paper is focuses on build the mail server with spam filter and analysis the effectiveness of rule based (Heuristic) and Bayesian filtering method that use in SpamAssassin. The mail server consolidates software which is available in public domain as a powerful and low cost solution for seeking option in fighting spam. The rule based method using set of rules to define the incoming email as spam or not and Bayesian method using probability of incoming mail to define that the mail is belong to either spam or legitimate mail category after its require a training period for SpamAssassin. The combination of both methods show that SpamAssassin is a better spam checking. Faculty of Information Technology and Quantitative Sciences 2006 Student Project NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/657/1/PPb_AHMAD%20BAKHTIAR%20IBRAHIM%20CS%2006_5.pdf Ibrahim, Ahmad Bakhtiar (2006) Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim. (2006) [Student Project] (Unpublished) |
| spellingShingle | Spam filtering Ibrahim, Ahmad Bakhtiar Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title | Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title_full | Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title_fullStr | Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title_full_unstemmed | Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title_short | Spam filtering implementation using open source software / Ahmad Bakhtiar Ibrahim |
| title_sort | spam filtering implementation using open source software / ahmad bakhtiar ibrahim |
| topic | Spam filtering |
| url | https://ir.uitm.edu.my/id/eprint/657/ |