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Continuous Authentication Using Biometrics

Book Description

Continuous Authentication Using Biometrics: Data, Models, and Metrics presents chapters on continuous authentication using biometrics that have been contributed by the leading experts in this recent, fast growing research area. These chapters collectively provide a thorough and concise introduction to the field of biometric-based continuous authentication. The book covers the conceptual framework underlying continuous authentication and presents detailed processing models for various types of practical continuous authentication applications.

Table of Contents

  1. Title Page
  2. Copyright Page
  3. Editorial Advisory Board
  4. List Of Reviewers
  5. Foreword
  6. Preface
  7. Acknowledgment
  8. Section 1: Fundamentals
    1. Chapter 1: Introduction to Continuous Authentication
      1. Abstract
      2. Introduction
      3. Conceptual Framework For Continuous Authentication
      4. Ca Data Sources
      5. Applications Of Continuous Authentication
      6. Conclusion
    2. Chapter 2: Performance Metrics and Models for Continuous Authentication Systems
      1. Abstract
      2. Introduction
      3. Related Work
      4. Ca Model And Metrics
      5. Accuracy Metrics
      6. Session Length Metrics
      7. Conclusion
    3. Chapter 3: Continuous Authentication in Computers
      1. Abstract
      2. Introduction
      3. Characteristics Of A Good Continuous Authentication System
      4. Background
      5. Steps Involved In Designing A Continuous Authentication System
      6. Conclusion And Future Work
  9. Section 2: Continuous Authentication Based on Physiological and Cognitive Biometrics
    1. Chapter 4: Multimodal Biometric Hand-Off for Robust Unobtrusive Continuous Biometric Authentication
      1. Abstract
      2. Introduction
      3. Background
      4. System Architecture
      5. System Evaluation
      6. Results
      7. Conclusion
    2. Chapter 5: Low Level Multispectral Palmprint Image Fusion for Large Scale Biometrics Authentication
      1. Abstract
      2. Introduction
      3. State-Of-The-Art Systems
      4. Conclusion
    3. Chapter 6: Cognitive Biometrics
      1. Abstract
      2. Introduction
      3. Cognitive Biometrics
      4. Case Studies
      5. The Electrocardiogram As A Biometric
      6. The Electroencephalogram As A Biometric
      7. The Electrodermal Response As A Biometric
      8. Continuous Mode Authentication
      9. Future Research Directions
      10. Conclusion
    4. Chapter 7: Sitting Postures and Electrocardiograms
      1. Abstract
      2. Introduction
      3. Definition Of Terms: Identification Vs. Authentication
      4. Continuous Driver Authentication In Vehicles
      5. Future Research Directions
      6. Conclusion
  10. Section 3: Continuous Authentication Using Behavioural Biometrics
    1. Chapter 8: Towards Continuous Authentication Based on Gait Using Wearable Motion Recording Sensors
      1. Abstract
      2. Introduction
      3. Background / State Of The Art
      4. Evaluation Of A Biometric System
      5. Conclusion And Future Work
    2. Chapter 9: Keystroke Analysis as a Tool for Intrusion Detection
      1. Abstract
      2. Introduction
      3. Background
      4. The R+A Approach To Keystroke Analysis
      5. Computing The Distance Between Two Typing Samples
      6. Experimental Studies
      7. Discussion And Future Research
      8. Conclusion
    3. Chapter 10: Personal Identification and Authentication Based on Keystroke Dynamics in Japanese Long-Text Input
      1. Abstract
      2. Introduction
      3. Method Of Identification
      4. Experimental Methodology
      5. Analysis Results
      6. Conclusion
    4. Chapter 11: Continuous User Authentication Based on Keystroke Dynamics through Neural Network Committee Machines
      1. Abstract
      2. Introduction
      3. Background
      4. Artificial Neural Networks (Ann)
      5. Committee Machines
      6. Proposed Structure And Methodology
      7. Experiments And Results
      8. Future Research Directions
      9. Conclusion
  11. Compilation of References
  12. About the Contributors
  13. Index