Course

Hacking Machine Learning

Learn how to poison, backdoor and steal machine learning models in this course.

    Syllabus

  • Backdoor Attacks on Machine Learning Assignment Video — 00:02:22
  • Model-Stealing Attacks on Machine Learning Video — 00:06:07
  • Backdoor Attacks on Machine Learning
  • Machine Learning Poisoning Video — 00:04:59
  • Backdoor Attacks on Machine Learning Video — 00:00:57

Syllabus

Course description

This course will teach you some of the darker, less publicized attacks on machine learning. You will learn how to steal machine learning models (i.e., create high-fidelity copies of black-box machine learning models), how to poison ML models so that their performance is degraded, and how to perform backdoor attacks on ML. The lessons in this course will be solidified through an assignment on backdoor attacks on ML.

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