August 23, 2023
Lecture: Privacy and machine learning
Understanding of privacy risks in machine learning Distinguish training data and model extractions attacks/threats Learn adversarial modelling and threat analysis in AI Learn the principles of AI privacy auditing Distinguish membership and reconstruction attacks Distinguish membership attack and model inversion