Contents:
PREFACE;
Introductory Remarks;
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 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 TO VI;
PART VII: EMERGING APPLICATIONS;
CHAPTER 21: Data Mining for Active Defence;
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;
References;
INDEX.