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Adversarial Machine Learning

Attacking and defending AI models — evasion, poisoning, extraction, and robustness

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What you'll unlock:

  • 1. The Vulnerability Surface of AI
  • 2. Evasion Attacks
  • 3. Poisoning Attacks
  • 4. Model Extraction and Membership Inference
  • 5. Defenses Against Adversarial ML
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