EC-CouncilIntermediate · 3 hours

AI-driven Phishing Detection

What this course answers

An intermediate, three-hour course on detecting phishing with machine learning and generative AI. You study phishing attack types through real-world case studies, train and evaluate ML classifiers with feature engineering, detect fake URLs and websites, and use large language models to simulate phishing attacks and build automated detection chatbots.

For
Cybersecurity professionals and data practitioners applying AI to defence.
Time
3 hours
Last verified
25 Sep 2026

What you will be able to do

  • Understand AI and ML fundamentals in phishing defence
  • Explore phishing attack types with real-world case studies
  • Classify and detect phishing emails with machine learning models
  • Train and evaluate ML models with feature engineering
  • Use large language models to simulate and detect phishing attacks

Curriculum

  1. 01Introduction to Phishing Attacks and Their Evolution

    Lesson list to be added.

  2. 02ML and Gen AI in Phishing Detection

    Lesson list to be added.

  3. 03Building AI-powered Phishing Detection Models

    Lesson list to be added.

  4. 04Generative AI for Phishing Simulation & Detection

    Lesson list to be added.

  5. 05AI-based URL and Fake Website Detection

    Lesson list to be added.

  6. 06Phishing Detection with Automated LLM Chatbots

    Lesson list to be added.

  7. 07Case Studies, Best Practices, & Future Trends

    Lesson list to be added.

Prerequisites

  • Not stated on the course page

Frequently asked questions

Do I get a certificate?

Yes. EC-Council's CodeRed platform includes a validation of completion.

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