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Intro
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Classroom Contents
Needles, Haystacks and Algorithms - Using Machine Learning to Detect Complex Threats at DefCamp - 2018
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- 1 Intro
- 2 The problem
- 3 Agenda
- 4 Complex Threats
- 5 Stages of an APT
- 6 Technical controls
- 7 Challenges in mitigation
- 8 How long does it take to remediate
- 9 James Bond
- 10 Solutions
- 11 Definitions
- 12 What does Machine Learning do
- 13 Available Data
- 14 Sneak Peak
- 15 Elastic Stack
- 16 Architecture
- 17 Algorithms
- 18 Text Mining
- 19 Building the Pipeline
- 20 Haystack
- 21 Are we building another CMS
- 22 Statistics
