2009

Machine Learning in Cyber Trust

Security, Privacy, and Reliability

Editors:

ISBN: 978-0-387-88734-0 (Print) 978-0-387-88735-7 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages 1-13

  2. Cyber System

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-13

      Cyber-Physical Systems: A New Frontier

  3. Security

    1. Front Matter

      Pages 15-15

    2. No Access

      Book Chapter

      Pages 17-51

      Misleading Learners: Co-opting Your Spam Filter

    3. No Access

      Book Chapter

      Pages 53-71

      Survey of Machine Learning Methods for Database Security

    4. No Access

      Book Chapter

      Pages 73-108

      Identifying Threats Using Graph-based Anomaly Detection

    5. No Access

      Book Chapter

      Pages 109-132

      On the Performance of Online Learning Methods for Detecting Malicious Executables

    6. No Access

      Book Chapter

      Pages 133-154

      Efficient Mining and Detection of Sequential Intrusion Patterns for Network Intrusion Detection Systems

    7. No Access

      Book Chapter

      Pages 155-181

      A Non-Intrusive Approach to Enhance Legacy Embedded Control Systems with Cyber Protection Features

    8. No Access

      Book Chapter

      Pages 183-213

      Image Encryption and Chaotic Cellular Neural Network

  4. Privacy

    1. Front Matter

      Pages 215-215

    2. No Access

      Book Chapter

      Pages 217-246

      From Data Privacy to Location Privacy

    3. No Access

      Book Chapter

      Pages 247-276

      Privacy Preserving Nearest Neighbor Search

  5. Reliability

    1. Front Matter

      Pages 277-277

    2. No Access

      Book Chapter

      Pages 279-322

      High-Confidence Compositional Reliability Assessment of SOA-Based Systems Using Machine Learning Techniques

    3. No Access

      Book Chapter

      Pages 323-358

      Model, Properties, and Applications of Context-Aware Web Services

  6. Back Matter

    Pages 359-362