Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services. (18th June 2012)
- Record Type:
- Journal Article
- Title:
- Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services. (18th June 2012)
- Main Title:
- Wirebrush4SPAM: a novel framework for improving efficiency on spam filtering services
- Authors:
- Pérez‐Díaz, N.
Ruano‐Ordas, D.
Fdez‐Riverola, F.
Méndez, J.R.
Sicilia, Miguel‐Angel - Abstract:
- <abstract abstract-type="main" id="spe2135-abs-0001"> <title>SUMMARY</title> <p>This paper introduces Wirebrush4SPAM, a plug‐in‐based C framework specifically designed for the development of fast spam filters by assembling different antispam schemes and techniques. Wirebrush4SPAM can be used to (i) build, execute and deploy simple spam filters and (ii) develop new techniques that can be easily combined and tested to achieve more accurate antispam models. To construct custom filters, programmers should manage three key concepts: filtering functions, parsers and event listeners. The main features of Wirebrush4SPAM include (i) a plug‐in‐based design, (ii) cache support for developing new plug‐ins, (iii) a smart filter evaluation heuristic for improving filter execution, (iv) configurable rule scheduling and (v) support for domain specific rules. Moreover, Wirebrush4SPAM is 10 times faster than SpamAssassin, which stands for the most popular and highly extensible framework for spam filtering. Wirebrush4SPAM is an open‐source project licensed under the terms of GNU lesser general public license and both source code and documentation are publicly available at http://www.wb4spam.org/. Copyright © 2012 John Wiley & Sons, Ltd.</p> </abstract>
- Is Part Of:
- Software, practice & experience. Volume 43:Number 11(2013)
- Journal:
- Software, practice & experience
- Issue:
- Volume 43:Number 11(2013)
- Issue Display:
- Volume 43, Issue 11 (2013)
- Year:
- 2013
- Volume:
- 43
- Issue:
- 11
- Issue Sort Value:
- 2013-0043-0011-0000
- Page Start:
- 1299
- Page End:
- 1318
- Publication Date:
- 2012-06-18
- Subjects:
- Computer software -- Periodicals
Computer programming -- Periodicals
Computer programs -- Periodicals
005.3 - Journal URLs:
- http://onlinelibrary.wiley.com/ ↗
- DOI:
- 10.1002/spe.2135 ↗
- Languages:
- English
- ISSNs:
- 0038-0644
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 8321.453000
British Library DSC - BLDSS-3PM
British Library STI - ELD Digital store - Ingest File:
- 3723.xml