AntiSpam Techniques Based on Artificial Immune System,Used

AntiSpam Techniques Based on Artificial Immune System,Used

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SKU: DADAX149872518X
Brand: CRC Press
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Email has become an indispensable communication tool in daily life. However, high volumes of spam waste resources, interfere with productivity, and present severe threats to computer system security and personal privacy. This book introduces research on antispam techniques based on the artificial immune system (AIS) to identify and filter spam. It provides a single source of all antispam models and algorithms based on the AIS that have been proposed by the author for the past decade in various journals and conferences.Inspired by the biological immune system, the AIS is an adaptive system based on theoretical immunology and observed immune functions, principles, and models for problem solving. Among the variety of antispam techniques, the AIS has been highly effective and is becoming one of the most important methods to filter spam. The book also focuses on several key topics related to the AIS, including: Extraction methods inspired by various immune principles Construction approaches based on several concentration methods and models Classifiers based on immune danger theory The immunebased dynamic updating algorithm Implementing AISbased spam filtering systemsThe book also includes several experiments and comparisons with stateoftheart antispam techniques to illustrate the excellent performance AISbased antispam techniques.AntiSpam Techniques Based on Artificial Immune System gives practitioners, researchers, and academics a centralized source of detailed information on efficient models and algorithms of AISbased antispam techniques. It also contains the most current information on the general achievements of antispam research and approaches, outlining strategies for designing and applying spamfiltering models.

⚠️ WARNING (California Proposition 65):

This product may contain chemicals known to the State of California to cause cancer, birth defects, or other reproductive harm.

For more information, please visit www.P65Warnings.ca.gov.

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