CYB 440 - Data Science for Cybersecurity

CSC 335, DSC 411; CYB 336 or CSC 370; or consent of instructor. (4)

Investigation of data science approaches such as intrusion detection, malware classification, and network analysis used to mitigate cybersecurity problems. Exploration of supervised and unsupervised machine learning techniques aimed toward maintainable, reliable and scalable data mining systems in the security space. Introduction to adversarial machine learning through real world problems and datasets. Graded ABCDE