Name: An Artificial Immune Antivirus System (en Inglés)
SKU: 62755272
Price: 97.16 USD
Availability: InStock
Author: Mottaz Ahmed Samy

portada An Artificial Immune Antivirus System (en Inglés)

An Artificial Immune Antivirus System (en Inglés)

Formato

Libro Físico

Editorial

Lap Lambert Academic Publishing

Autor

Mottaz Ahmed Samy

Idioma

Inglés

N° páginas

224

Encuadernación

Tapa Blanda

ISBN13

9783659814570

An Artificial Immune Antivirus System (en Inglés)

Mottaz Ahmed Samy (Autor) · Lap Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "An Artificial Immune Antivirus System (en Inglés)"

In this book, we consider the aspects of designing a computer immune system for virus detection and elimination using components and techniques found in the biological immune system. In the modeling of the biological immune system, we consider the use of three different kinds of loose matching: Hamming Distance, R-Contiguous Symbols, and Hidden Markov M odels (HMMs). Experiments with virus infected programs and HMMs are presented. HMMs are trained on static code from non-infected programs and on traces of systems calls generated by executions of non- infected programs. The programs are infected with a virus and the HMMs ability to detect the infections is tested. It is concluded that HMMs can successfully detect virus infections in programs from static code and from traces of system calls generated by executions of programs.