DSCI 6015 - AI and Cybersecurity

Prerequisite: DSCI 6602 or equivalent course in Python programming. Hands-on introduction to the applications of machine learning and cybersecurity in cybersecurity, and the security issues in AI systems. Topics covered include supervised and unsupervised machine learning for intrusion detection, malware detection, spam classification, and vulnerability discovery; as well as adversarial attacks on machine learning such as poisoning, adversarial examples, and model reversal. 3 credits.