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

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By Ying Tan

ISBN-10: 149872518X

ISBN-13: 9781498725187

Email has develop into an crucial verbal exchange device in lifestyle. even if, excessive volumes of junk mail waste assets, intervene with productiveness, and current serious threats to laptop approach protection and private privateness. This booklet introduces learn on anti-spam options in accordance with the factitious immune process (AIS) to spot and filter out junk mail. It offers a unmarried resource of all anti-spam types and algorithms in accordance with the AIS which have been proposed by means of the writer for the previous decade in quite a few journals and conferences.

Inspired through the organic immune method, the AIS is an adaptive procedure in accordance with theoretical immunology and saw immune capabilities, ideas, and versions for challenge fixing. one of the number of anti-spam options, the AIS has been powerful and is changing into essentially the most very important ways to filter out unsolicited mail. The ebook additionally specializes in a number of key issues regarding the AIS, including:

  • Extraction tools encouraged by way of a variety of immune principles

  • Construction ways in accordance with numerous focus equipment and models

  • Classifiers according to immune risk theory

  • The immune-based dynamic updating algorithm

  • Implementing AIS-based unsolicited mail filtering systems

The e-book additionally comprises numerous experiments and comparisons with cutting-edge anti-spam thoughts to demonstrate the superb functionality AIS-based anti-spam techniques.

Anti-Spam ideas in accordance with man made Immune System provides practitioners, researchers, and teachers a centralized resource of targeted details on effective versions and algorithms of AIS-based anti-spam concepts. It additionally comprises the most up-tp-date details at the normal achievements of anti-spam learn and ways, outlining innovations for designing and making use of spam-filtering models.

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

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