Trustworthy AI

Undergraduate/Postgraduate course, Griffith University, ICT, 2023

This course introduces key aspects of building trustworthy machine learning systems. Topics include:

Adversarial machine learning and backdoor attacks
Privacy-preserving techniques, including federated learning
Fairness, accountability, and explainability in AI
I assist in tutorials, labs, and assessments, and help students implement attack and defense techniques in practice.