Mobile Hybrid Intrusion Detection

Name: Mobile Hybrid Intrusion Detection
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642182983
Price: 105.06 EUR
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The MOVICAB-IDS System

Автор: Álvaro Herrero, Emilio Corchado

Език:

Корици: С твърди корици

Издател: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Наличност: Външен склад

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This monograph comprises work on network-based Intrusion Detection (ID) that is grounded in visualis...

Информация за книгата

Автор

Álvaro Herrero, Emilio Corchado

Език

Английски език

Корици

Книга - С твърди корици

Издадена

2011

страници

146

EAN

9783642182983

ISBN

3642182984

Enbook ID

01657335

Издател

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Теглоt

435

Размери

155 x 235 x 14

Пълно описание

This monograph comprises work on network-based Intrusion Detection (ID) that is grounded in visualisation and hybrid Artificial Intelligence (AI). It has led to the design of MOVICAB-IDS (MObile VIsualisation Connectionist Agent-Based IDS), a novel Intrusion Detection System (IDS), which is comprehensively described in this book.This novel IDS combines different AI paradigms to visualise network traffic for ID at packet level. It is based on a dynamic Multiagent System (MAS), which integrates an unsupervised neural projection model and the Case-Based Reasoning (CBR) paradigm through the use of deliberative agents that are capable of learning and evolving with the environment.The proposed novel hybrid IDS provides security personnel with a synthetic, intuitive snapshot of network traffic and protocol interactions. This visualisation interface supports the straightforward detection of anomalous situations and their subsequent identification. The performance of MOVICAB-IDS was tested through a novel mutation-based testing method in different real domains which entailed several attacks and anomalous situations.

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Mobile Hybrid Intrusion Detection

The MOVICAB-IDS System

Информация за книгата

Пълно описание

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