Completed
Another potential mitigation
Class Central Classrooms beta
YouTube videos curated by Class Central.
Classroom Contents
Why Security Data Science Matters and How It's Different
Automatically move to the next video in the Classroom when playback concludes
- 1 Intro
- 2 Presentation Overview
- 3 Some definitions: training data, test data, prediction, generalization
- 4 Why clustering matters
- 5 Classification
- 6 Why regression matters
- 7 Visualization design principles
- 8 The presence of an adversary
- 9 The false positive problem
- 10 A machine learning based detection fail due to false positives
- 11 The need for interpretability
- 12 Another potential mitigation
