Browsing Faculty of Graduate Studies Online Theses by Subject "Insider Threat Detection"
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EXPLORING THE EFFECT OF SAMPLING AND DIMENSIONALITY REDUCTION TECHNIQUES FOR INSIDER THREAT DETECTION
(2024-07-25)Insider threats represent a significant challenge for organizations. They cost organizations money, time and resources. In 2024, a recent report by Code42 found that the average cost of an insider incident is $15 million. ... -
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 ...