CYB 400 - Machine Learning for Cybersecurity

DSC 411, CSC 335, CYB 202, or CSC 370, or consent of instructor. (4)

Study of select machine learning algorithms customized for cyber security problems such as intrusion detection, malware classification, or network analysis. Exploration of supervised and unsupervised techniques to focus on appropriate measures aiming maintainable, reliable, and scalable data mining systems in the security space. Introduction to and discussion of adversarial machine learning through real world problems and datasets. Graded ABCDE