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Classroom Contents
Determining Normal - Baselining with Security Log and Event Data
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- 1 Intro
- 2 Who am I
- 3 Agenda
- 4 Log data is underutilized
- 5 Practical strategies
- 6 Importance of normal
- 7 Hunting
- 8 Baselines
- 9 Logging Log Management
- 10 Normal Distribution
- 11 NonNormal Distribution
- 12 Windows Event Rate
- 13 Example
- 14 Obtaining Data
- 15 Questions to Ask
- 16 Visualizing Data
- 17 Outliers
- 18 Weekend
- 19 Handling Outliers
- 20 QQ Plot
- 21 Three Sigma Rule
- 22 Use Cases
- 23 RDP
- 24 RDP Access
- 25 Use Case Primer
- 26 Requirements
- 27 Event Sources
- 28 Validation
- 29 Histogram
- 30 ShapiroWilkes
- 31 Recap
- 32 What can you create
- 33 References
- 34 Questions
- 35 Log Reduction
- 36 Weekends
- 37 Friday
