دانلود کتاب Data Mining Tools for Malware Detection

فهرست مطالب :

Contents
Preface
Acknowledgments
The Authors
Copyright Permissions
Chapter 1: Introduction
Part I: Data Mining and Security
Chapter 2: Data Mining Techniques
Chapter 3: Malware
Chapter 4: Data Mining for Security Applications
Chapter 5: Design and Implementation of Data Mining Tools
Conclusion to Part I
Part II: Data Mining for Email Worm Detection
Chapter 6: Email Worm Detection
Chapter 7: Design of the Data Mining Tool
Chapter 8: Evaluation and Results
Conclusion to Part II
Part III: Data Mining for Detecting Malicious Executables
Chapter 9: Malicious Executables
Chapter 10: Design of the Data Mining Tool
Chapter 11: Evaluation and Results
Conclusion to Part III
Part IV: Data Mining for Detecting Remote Exploits
Chapter 12: Detecting Remote Exploits
Chapter 13: Design of the Data Mining Tool
Chapter 14: Evaluation and Results
Conclusion to Part IV
Part V: Data Mining for Detecting Botnets
Chapter 15: Detecting Botnets
Chapter 16: Design of the Data Mining Tool
Chapter 17: Evaluation and Results
Conclusion to Part V
Part VI: Stream Mining for Security Applications
Chapter 18: Stream Mining
Chapter 19: Design of the Data Mining Tool
Chapter 20: Evaluation and Results
Conclusion for Part VI
Part VII: Emerging Applications
Chapter 21: Data Mining for Active Defense
Chapter 22: Data Mining for Insider Threat Detection
Chapter 23: Dependable Real-Time Data Mining
Chapter 24: Firewall Policy Analysis
Conclusion to Part VII
Chapter 25: Summary and Directions
Appendix A: Data Management Systems
: Developments and Trends
Appendix B: Trustworthy Systems
Appendix C: Secure Data, Information, and Knowledge Management
Appendix D: Semantic Web
Back Cover