Happy holidays from us to you—get up to $30 off your next print or eBook! Shop now >>

Studies in Computational Intelligence

Mobile Hybrid Intrusion Detection

The MOVICAB-IDS System

Editors: Herrero, Álvaro, Corchado, Emilio (Eds.)

  • Recent research in Mobile Hybrid Intrusion Detection
  • Comprehensive description of the MOVICAB-IDS, a novel Intrusion Detection System
  • Written by leading experts in the field
see more benefits

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-642-18299-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.99
price for USA in USD
  • ISBN 978-3-642-18298-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $139.99
price for USA in USD
  • ISBN 978-3-642-42341-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this book

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.

Table of contents (7 chapters)

  • Introduction

    Herrero, Álvaro (et al.)

    Pages 1-2

  • Visualisation, Artificial Intelligence, and Security

    Herrero, Álvaro (et al.)

    Pages 3-39

  • Previous Work on NID

    Herrero, Álvaro (et al.)

    Pages 41-70

  • A Novel Hybrid IDS

    Herrero, Álvaro (et al.)

    Pages 71-89

  • Experiments and Results

    Herrero, Álvaro (et al.)

    Pages 91-103

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-642-18299-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $139.99
price for USA in USD
  • ISBN 978-3-642-18298-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $139.99
price for USA in USD
  • ISBN 978-3-642-42341-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the eBook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Mobile Hybrid Intrusion Detection
Book Subtitle
The MOVICAB-IDS System
Editors
  • Álvaro Herrero
  • Emilio Corchado
Series Title
Studies in Computational Intelligence
Series Volume
334
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-18299-0
DOI
10.1007/978-3-642-18299-0
Hardcover ISBN
978-3-642-18298-3
Softcover ISBN
978-3-642-42341-3
Series ISSN
1860-949X
Edition Number
1
Number of Pages
IX, 146
Topics