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Bayesian change detection
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Classroom Contents
Statistics in Cyber-Security - Dr Nick Heard, Imperial College London
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- 1 Intro
- 2 Collaborators
- 3 Statistics in cybersecurity
- 4 Sources of data
- 5 Different levels of resolution
- 6 Edges
- 7 Automated edges
- 8 G test
- 9 Bayesian mixture model
- 10 Human generated events
- 11 Edge scoring
- 12 New edges
- 13 Intensitybased models
- 14 Example
- 15 Related Applications
- 16 Topic Modelling
- 17 Notation
- 18 Robustness
- 19 Bayesian inference
- 20 Weighted moving averages
- 21 Dynamic feature formation
- 22 Bayesian change detection
- 23 Summary
