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Classroom Contents
Alfred, Find the Attacker - A Primer on AI and ML Applications in the IT Security Domain
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- 1 Intro
- 2 WHOAMI
- 3 DISCLAIMER
- 4 DEEP... WHAT?
- 5 TIMELINE
- 6 METRICS
- 7 CLASSIFICATION & REGRESSION
- 8 OUTLIER DETECTION
- 9 SUPERVISED UNSUPERVISED
- 10 MACHINE LEARNING & DEEP LEARNING
- 11 AV-SYSTEMS / ENDPOINT PROTECTION
- 12 FRAUD PROTECTION
- 13 USER BEHAVIOR ANALYSIS
- 14 APPLICATION
- 15 NETWORK
- 16 MACHINE LEARNING TESTBENCH
- 17 THE FINE PRINT
- 18 HOW DO I...?
