Mobile Hybrid Intrusion Detection

The MOVICAB-IDS System

  • Álvaro Herrero
  • Emilio Corchado

Part of the Studies in Computational Intelligence book series (SCI, volume 334)

Table of contents

  1. Front Matter
  2. Álvaro Herrero, Emilio Corchado
    Pages 1-2
  3. Álvaro Herrero, Emilio Corchado
    Pages 3-39
  4. Álvaro Herrero, Emilio Corchado
    Pages 41-70
  5. Álvaro Herrero, Emilio Corchado
    Pages 71-89
  6. Álvaro Herrero, Emilio Corchado
    Pages 91-103
  7. Álvaro Herrero, Emilio Corchado
    Pages 105-121
  8. Álvaro Herrero, Emilio Corchado
    Pages 123-128
  9. Back Matter

About this book

Introduction

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.

Keywords

Artificial Intelligence Computational Intelligence Mobile Hybrid Intrusion Detection Visualisation

Authors and affiliations

  • Álvaro Herrero
    • 1
  • Emilio Corchado
    • 2
  1. 1.Civil Engineering Department Polytechnic SchoolUniversity of Burgos BurgosSpain
  2. 2.Departamento de Informáca y Automtica Facultad de BiologíaUniversity of Salamanca SalamancaSpain

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-18299-0
  • Copyright Information Springer Berlin Heidelberg 2011
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-18298-3
  • Online ISBN 978-3-642-18299-0
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • About this book
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