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Intrusion Detection Systems (IDS)
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Classroom Contents
Security and Information Assurance with Deep Learning
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- 1 Intro
- 2 Intrusion Detection Systems (IDS)
- 3 Security Data are Complex
- 4 The FASTT System
- 5 More Target Leakage
- 6 Dog or Muffin?
- 7 Stop Sign?
- 8 Wolf or Husky? - Training Data
- 9 Correlation vs Causation
- 10 This Might Be Believable
- 11 KDD-99 Dataset
- 12 Malware Classification: A Relatively Complex Security Application
- 13 Malware File Format
- 14 Winning Entry
- 15 Technique Overview ("NO to overfitting!")
- 16 Hardware Used
