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Supervised Learning
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Classroom Contents
Building a Predictive Pipeline to Rapidly Detect Phishing Domains
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- 1 Introduction
- 2 About Wes
- 3 Agenda
- 4 Certificate Transparency Log Network
- 5 Calidog Security
- 6 Phishing Attacks
- 7 Characterization
- 8 Supervised Learning
- 9 Implement Implementation
- 10 Data Acquisition
- 11 Domain Names
- 12 Popular Brands
- 13 Levenstein Distance
- 14 Targeted Brands
- 15 TopLevel Domains
- 16 Logistic Regression
- 17 Confusion Matrix
- 18 Phishing
- 19 Jupiter Notebook
