Advances In Artificial Intelligence For Privacy Protection And Security

by Agusti Solanas, Antoni Martinez-balleste

Overview

In this book, we aim to collect the most recent advances in artificial intelligence techniques (i.e. neural networks, fuzzy systems, multi-agent systems, genetic algorithms, image analysis, clustering, etc), which are applied to the protection of privacy and security. The symbiosis between these fields leads to a pool of invigorating ideas, which are explored in this book.On the one hand, individual privacy protection is a hot topic and must be addressed in order to guarantee the proper evolution of a modern society. On the other, security can invade individual privacy, especially after the appearance of new forms of terrorism. In this book, we analyze these problems from a new point of view.

Product Details

ISBN-13:	9789812790323
Publisher:	World Scientific Publishing Company, Incorporated
Publication date:	08/28/2009
Series:	Intelligent Information Systems , #1
Pages:	404
Product dimensions:	6.10(w) x 9.20(h) x 1.10(d)

Table of Contents

Preface v

1 Introduction A. Solanas A. Martínez-Ballesté 1

Part 1 A Brief Introduction to Privacy and Security 5

2 An Introduction to Privacy Aspects of Information and Communication Technologies A. Martínez-Ballesté A. Solanas 7

3 An Overview of Information Security A. Ribagorda Garnacho A. I. González-Tablas Ferreres A. Alcaide Raya 29

Part 2 Privacy Protection by means of Artificial Intelligence 61

4 Data Mining in Large Databases - Strategies for Managing the Trade-Off Between Societal Benefit and Individual Privacy M. Schmid 63

5 Desemantization for Numerical Microdata Anonymization J. Pont-Tuset J. Nin P. Medrano-Gracia J.-Ll. Larriba-Pey V. Muntés-Mulero 81

6 Multi-Objective Evolutionary Optimization in Statistical Disclosure Control R. Dewri I. Ray I. Ray D. Whitley 117

7 On the Definition of Cluster-Specific Information Loss Measures V. Torra 145

8 Privacy Preserving and Use of Medical Information in a Multiagent System K. Gibert A. Valls L. Lhotska P. Aubrecht 165

Part 3 Security by means of Artificial Intelligence 195

9 Perimeter Security on Noise-Robust Vehicle Detection Using Nonlinear Hebbian Learning B. Lu A. Dibazar S. George T. W. Berger 197

10 Texture-Based Approach for Computer Vision Systems in Autonomous Vehicles D. Puig J. Melendez M. A. Garcia 223

11 An Aggression Detection System for the Train Compartment Z. Yang S. Fitrianie D. Datcu L. Rothkrantz 249

12 K-Means Clustering for Content-Based Document Management in Intelligence S. Decherchi P. Gastaldo R. Zunino 287

13 Genetic Algorithms for Designing Network Security Protocols L. Zarza J. Forné J. Pegueroles M. Soriano 325

14Evolving Strategy-Based Cooperation in Wireless Mobile Ad Hoc Networks M. Seredynski P. Bouvry M. A. Klopotek 359

Acknowledgements to the Referees 383

Author Index 385

Subject Index 387