Overview
- 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
Part of the book series: Studies in Computational Intelligence (SCI, volume 334)
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Table of contents (7 chapters)
Keywords
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.
Authors and Affiliations
Bibliographic Information
Book Title: Mobile Hybrid Intrusion Detection
Book Subtitle: The MOVICAB-IDS System
Authors: Álvaro Herrero, Emilio Corchado
Series Title: Studies in Computational Intelligence
DOI: https://doi.org/10.1007/978-3-642-18299-0
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer Berlin Heidelberg 2011
Hardcover ISBN: 978-3-642-18298-3Published: 19 January 2011
Softcover ISBN: 978-3-642-42341-3Published: 09 October 2014
eBook ISBN: 978-3-642-18299-0Published: 28 January 2011
Series ISSN: 1860-949X
Series E-ISSN: 1860-9503
Edition Number: 1
Number of Pages: IX, 146