3 citations · 5 across the 3 of their papers we have counts for
3 papers
The Model Mastery Lifecycle: A Framework for Designing Human-AI Interaction
Mark Chignell, Mu-Huan Miles Chung, Jaturong Kongmanee +2
The utilization of AI in an increasing number of fields is the latest iteration of a long process, where machines and systems have been replacing humans, or changing the roles that…
Unsupervised Learning of Distributional Properties can Supplement Human Labeling and Increase Active Learning Efficiency in Anomaly Detection
Jaturong Kongmanee, Mark Chignell, Khilan Jerath +1
Exfiltration of data via email is a serious cybersecurity threat for many organizations. Detecting data exfiltration (anomaly) patterns typically requires labeling, most often done…
Implementing Active Learning in Cybersecurity: Detecting Anomalies in Redacted Emails
Mu-Huan Chung, Lu Wang, Sharon Li +6
Research on email anomaly detection has typically relied on specially prepared datasets that may not adequately reflect the type of data that occurs in industry settings. In our re…