Behavioural Biometrics provides a thorough analysis of current technologies. Emphasizing the brain computer interface, and the cognitive aspects involved in biometrics, the book reviews recent research in the field, and includes plenty of real data comparing actual implementations as well as research-based implementations. Questions are included at the end of each chapter, and the book is comprehensively referenced allowing users to explore and expand on topics as they wish. It assumes a low level of mathematical knowledge, with mathematical descriptions used sparingly and explained in detail along with graphical presentation of the data. INDICE: 1 Introduction to Behavioral Biometrics 1.1 Introduction 1.2 Typesof Behavioral Biometrics 1.3 The Biometric Process 1.4 Validation Issues 1.5 Relevant Databases 1.6 International Standards 1.7 Conclusions 1.8 Research Topics 2 Voice Identification 2.1 Introduction 2.2 Case Studies in Speaker-Dependent Voice Recognition 2.3 Standards 2.4 Conclusions 2.5 Research Topics 3 Signature Verification 3.1 Introduction 3.2 Off-Line Signature Verification 3.3 On-Line Signature Verification 3.4 Signature Verification Standards 3.5 Conclusions 3.6 Research Topics 4 Keystroke Dynamics-Based Biometrics 4.1 Introduction 4.2 Attribute Selection Process 4.3 The Enrollment Process 4.4 Generation ofthe Reference Profile 4.5 Case Studies 4.6 Standards 4.7 Conclusions 4.8 Research Topics 5 Graphical-Based Biometrics 5.1 Introduction to the Graphical Authentication Approach 5.2 Recognition-Based Techniques 5.3 Recall-Based Techniques 5.4 Multi-Image Graphical Password Systems 5.5 Conclusions 5.6 Research Topics 6 Mouse Dynamics-Based Authentication 6.1 Introduction 6.2 Case Studies 6.3 Conclusion 6.4 Research Topics 7 Multimodal Biometric Systems 7.1 Introduction to Multimodal Biometrics 7.2 Fusion Framework Approaches 7.3 Case Studies 7.4 Continuous Verification 7.5 Standards 7.6 Conclusions 7.7 Research Topics 8 The Future of Behavioral Biometrics 8.1 Introduction to the Future of Biometrics 8.2 Software-Only Approach 8.3 Software plus Hardware Approach 8.4 Conclusions 8.5 Research Topics Appendix A. Gait Analysis B. The History of the Keyboard C. Cognitive Aspects of HumanComputer Interaction I. Power Law of Practice II. Fitts Law III. AccotZhai Steering Law IV. Hicks Law References Index
- ISBN: 978-0-470-51883-0
- Editorial: John Wiley & Sons
- Encuadernacion: Cartoné
- Páginas: 288
- Fecha Publicación: 26/09/2008
- Nº Volúmenes: 1
- Idioma: Inglés