1. INTRODUCTION AND MOTIVATION

2. OVERVIEW: STRUCTURE & SCOPE
2.1 ML System Designs in Security
2.2 ML Paradigms in Security Problems
2.3 Timeline of ML in Security
2.4 Related Work

3. NETWORK SECURITY

4. SECURITY SERVICES

6. SYSTEM SECURITY
6.1 Vulnerability and Policy Management
6.2 Information Flow and DDoS

7. MALWARE, SOCIAL ENGINEERING & IDS
7.1 Malware Detection and Mitigation
7.2 Social Engineering: Phishing, Malicious Content and Behaviors
7.3 IDS

8. FUTURE DEVELOPMENT

9. CONCLUSION