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Advances In Artificial Intelligence For Privacy Protection And Security.
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 fie...
| Clasificación: | Libro Electrónico |
|---|---|
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
World Scientific
2009.
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| Temas: | |
| Acceso en línea: | Texto completo |
MARC
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| 505 | 0 | |a Cover13; -- Contents -- Preface -- 1. Introduction A. Solanas and A. Mart182;179;nez-Ballest182;e -- 1.1. Organization of the book -- References -- PART 1: A Brief Introduction to Privacy and Security -- 2. An Introduction to Privacy Aspects of Information and Communication Technologies A. Martinez-Balleste and A. Solanas -- Contents -- 2.1. Introduction -- 2.2. Privacy and the Internet -- 2.3. Privacy in Databases -- 2.4. Privacy in Ubiquitous Computing -- 2.5. Conclusions -- Disclaimer and Acknowledgements -- References -- 3. An Overview of Information Security A. Ribagorda Garnacho, A.I. Gonz182;alez-Tablas Ferreres, A. Alcaide Raya -- Contents -- 3.1. Introduction -- 3.2. Vulnerabilities -- 3.3. Threats -- 3.4. Countermeasures -- 3.5. Authentication mechanisms -- 3.6. Access control mechanisms -- 3.7. Data encipherment mechanisms -- 3.8. Digital signature mechanism -- 3.9. Digital certificates -- 3.10. Audit logs -- 3.11. Physical security -- References -- PART 2: Privacy Protection by means of Arti175;cial Intelligence -- 4. Data Mining in Large Databases ' Strategies for Managing the Trade-O174; Between Societal Bene175;t and Individual Privacy M. Schmid -- Contents -- 4.1. Introduction -- 4.2. Examples of data-collecting institutions and data users -- 4.3. Strategies for controlling privacy -- 4.4. Measures of the utility of published data sets and outputs -- 4.5. Conclusion -- References -- 5. Desemantization for Numerical Microdata Anonymization J. Pont-Tuset, J. Nin, P. Medrano-Gracia, J.-Ll. Larriba-Pey and V. Munt182;es-Mulero -- Contents -- 5.1. Introduction -- 5.2. Background and State of the Art -- 5.3. A New Desemantization Methodology -- 5.4. Data Preprocessing -- 5.5. Data Fitting -- 5.6. Experiments -- 5.7. Conclusions -- Acknowledgments -- References -- 6. Multi-Objective Evolutionary Optimization in Statistical Disclosure Control R. Dewri, I. Ray, I. Ray and D. Whitley -- Contents -- 6.1. Introduction -- 6.2. Multi-objective Optimization -- 6.3. Statistical Disclosure Control -- 6.4. Evolutionary Optimization -- 6.5. Some Empirical Results -- 6.6. Summary -- Acknowledgment -- References -- 7. On the Definition of Cluster-Speci175;c Information Loss Measures V. Torra -- Contents -- 7.1. Introduction -- 7.2. Preliminaries -- 7.3. Information loss measures for clustering -- 7.4. Conclusions and future work -- Acknowledgments -- References -- 8. Privacy Preserving and Use of Medical Information in a Multiagent System K. Gibert, A. Valls, L. Lhotska and P. Aubrecht -- Contents -- 8.1. Introduction -- 8.2. Privacy preserving and security in a distributed platform for medical domains -- 8.3. Identification and authentication -- 8.4. Authorization and information access rights -- 8.5. Multiagent system -- 8.6. Intermediate layer for knowledge-interface communications -- 8.7. Private data protection -- 8.8. A real case: the K4Care project -- 8.9. Discussion -- References -- PART 3: Security by means of Artificial Intelligence -- 9. Perimeter Security on Noise-Robust Vehicle Detection Using Nonlinear Hebbian Learning B. Lu, A. Dibazar, S. George and T.W. Berger -- Contents -- 9.1. Introduction -- 9.2. Description of the Proposed System -- 9.3. Unsupervised Nonlinear Hebbian Learning -- 9.4. Real-time Field T. | |
| 520 | |a 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 a. | ||
| 590 | |a ProQuest Ebook Central |b Ebook Central Academic Complete | ||
| 650 | 0 | |a Information technology |x Security measures. | |
| 650 | 0 | |a Computer security. | |
| 650 | 0 | |a Data protection. | |
| 650 | 0 | |a Artificial intelligence. | |
| 650 | 6 | |a Technologie de l'information |x Sécurité |x Mesures. | |
| 650 | 6 | |a Sécurité informatique. | |
| 650 | 6 | |a Protection de l'information (Informatique) | |
| 650 | 6 | |a Intelligence artificielle. | |
| 650 | 7 | |a artificial intelligence. |2 aat | |
| 650 | 7 | |a Artificial intelligence |2 fast | |
| 650 | 7 | |a Computer security |2 fast | |
| 650 | 7 | |a Data protection |2 fast | |
| 650 | 7 | |a Information technology |x Security measures |2 fast | |
| 655 | 4 | |a Electronic resource. | |
| 720 | |a Solanas Agusti Et Al. | ||
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| 938 | |a ProQuest MyiLibrary Digital eBook Collection |b IDEB |n 276021 | ||
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