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Classroom Contents
AI - Machine Learning - What is Actually Working in Cybersecurity
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- 1 Intro
- 2 Machine Learning Terminology
- 3 The First 60 Years or So...
- 4 Al Today: A "Left-Side Heavy" Hype Cycle
- 5 Machine Learning: "Peak" Heavy
- 6 Behavior-based Detection or Machine Learning?
- 7 Focusing on the Useful Parts
- 8 Marketing Use of AI/ML
- 9 Focusing on Cybersecurity
- 10 Log Entries to Events to Incidents to Action!
- 11 Cybersecurity Use of AI/ML
- 12 Practical Applications of ML: 101
- 13 Machine Learning Use Case Malware Prevention Detection Malware detection and prevention can be improved through machine learning.
- 14 ML used to monitor relationships, events, risks
- 15 Practical Applications of ML: Tools
- 16 How Much Does the Machine Do Without the Human?
- 17 TNSTAAFL: Balanced
- 18 Resources
