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Building a Predictive Pipeline to Rapidly Detect Phishing Domains

Building a Predictive Pipeline to Rapidly Detect Phishing Domains

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Introduction

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1 of 10

Introduction

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Building a Predictive Pipeline to Rapidly Detect Phishing Domains

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  1. 1 Introduction
  2. 2 Certificate Transparency Log Network
  3. 3 Suitable for Machine Learning?
  4. 4 Supervised Learning 101
  5. 5 Machine Learning Lifecycle
  6. 6 Data Acquisition: Where To Start
  7. 7 Algorithm: Logistic Regression
  8. 8 Metrics: Measuring Performance
  9. 9 Not a Unicorn / Magic / Silver Bullet
  10. 10 Available on Github

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