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

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

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.

Show description

Read Online or Download Anti-Spam Techniques Based on Artificial Immune System PDF

Similar computer systems analysis & design books

First Fault Software Problem Solving: A Guide for Engineers, - download pdf or read online

Written via a veteran in mission-critical computing device process challenge answer, challenge prevention, and process restoration, this publication discusses fixing difficulties on their FIRST incidence whereas emphasizing software program supportability and serviceability. Who may still learn this ebook? -- software program expert engineers and managers-- End-users, procedure directors and their managers-- software program engineering scholars.

Tahir Ahmed,Julian Cox,Lynda Girvan,Alan Paul,Debra's Developing Information Systems: Practical guidance for IT PDF

Platforms improvement is the method of making and retaining details platforms, together with undefined, software program, facts, approaches and folks. It combines technical services with company wisdom and administration ability. This sensible publication offers a accomplished advent to the subject and will even be used as a convenient reference advisor.

Adam Weintrit,Tomasz Neumann's Human Resources and Crew Resource Management: Marine PDF

The TransNav 2011 Symposium held on the Gdynia Maritime collage, Poland in June 2011 has introduced jointly a variety of individuals from around the world. this system has offered a number of contributions,  permitting to seem at many facets of the navigational safeguard from a number of assorted issues of view.

New PDF release: Designing Software Architectures: A Practical Approach (SEI

Designing software program Architectures will train you ways to layout any software program structure in a scientific, predictable, repeatable, and low-cost means. This ebook introduces a realistic technique for structure layout that any expert software program engineer can use, offers dependent equipment supported by way of reusable chunks of layout wisdom, and comprises wealthy case reports that exhibit how one can use the equipment.

Additional resources for Anti-Spam Techniques Based on Artificial Immune System

Sample text

Download PDF sample

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


by John
4.4

Rated 4.05 of 5 – based on 26 votes