Get Anti-Spam Techniques Based on Artificial Immune System PDF

By Ying Tan

ISBN-10: 149872518X

ISBN-13: 9781498725187

Email has turn into an crucial communique instrument in way of life. although, excessive volumes of junk mail waste assets, intervene with productiveness, and current critical threats to desktop approach safety and private privateness. This e-book introduces learn on anti-spam thoughts in accordance with the unreal immune process (AIS) to spot and filter out unsolicited mail. It offers a unmarried resource of all anti-spam versions and algorithms in keeping with the AIS which were proposed by way of the writer for the previous decade in a number of journals and conferences.

Inspired via the organic immune method, the AIS is an adaptive method in line with theoretical immunology and saw immune features, rules, and versions for challenge fixing. one of the number of anti-spam innovations, the AIS has been powerful and is changing into some of the most very important easy methods to clear out unsolicited mail. The e-book additionally makes a speciality of numerous key subject matters concerning the AIS, including:

  • Extraction tools encouraged through numerous immune principles

  • Construction ways in keeping with a number of focus tools and models

  • Classifiers in line with immune probability theory

  • The immune-based dynamic updating algorithm

  • Implementing AIS-based junk mail filtering systems

The e-book additionally comprises a number of experiments and comparisons with cutting-edge anti-spam innovations to demonstrate the superb functionality AIS-based anti-spam techniques.

Anti-Spam concepts in line with man made Immune System supplies practitioners, researchers, and teachers a centralized resource of designated details on effective types and algorithms of AIS-based anti-spam ideas. It additionally includes the most up-tp-date details at the basic achievements of anti-spam study and techniques, outlining innovations for designing and utilizing spam-filtering models.

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Anti-Spam Techniques Based on Artificial Immune System by Ying Tan

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