Learn how to detect and defend against adversarial attacks and use AI to supercharge investigations and enhance blue team operations.

This module explores how adversaries exploit machine learning models using adversarial inputs, data poisoning, and evasion techniques that bypass traditional defenses. You’ll start by identifying these attacks and learning how they impact model integrity. Then, you’ll implement defensive strategies like adversarial training and input validation to harden your systems. Finally, you’ll leverage AI itself to assist in blue team operations by automating triage, detecting anomalies, and accelerating forensic investigations. By the end, you’ll know how to secure ML pipelines and weaponise AI for defensive advantage.