Browsing Faculty of Graduate Studies Online Theses by Subject "Cyber Security"
Now showing items 1-2 of 2
-
Insider Threat Detection Data Augmentation Using WCGAN-GP
(2022-04-12)This thesis explores the application of Generative Adversarial Networks (GANs) in augmenting insider threat detection datasets to alleviate class imbalance. In addition, a machine learning based insider threat detection ... -
A Machine Learning Framework for Host Based Intrusion Detection using System Call Abstraction
(2020-04-13)The number of cyber threats is increasing faster than the number of defensive strategies deployed to tackle those threats. An automated Intrusion Detection System (IDS) has the capability to detect, classify, and predict ...