Affiliate Researcher
Titles and Affiliations
Professor, College of Information Sciences and Technology
Research Summary
My current research focus is developing AI innovation for leveraging big and high-dimensional data for addressing challenges in the real world. I have also been interested in improving the interpretability of an AI system so that people can better calibrate their trust level on recommendations of the system.
In the News
Research Keywords
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Recent Publications
Learning from experts' experience: Toward automated cyber security data triage
Zhong, C., Yen, J., Liu, P. & Erbacher, R. F., Mar 2019, In: IEEE Systems Journal. 13, 1, p. 603-614 12 p., 8360965.Research output: Contribution to journal › Article › peer-review
Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths
Sun, X., Dai, J., Liu, P., Singhal, A. & Yen, J., Oct 2018, In: IEEE Transactions on Information Forensics and Security. 13, 10, p. 2506-2521 16 p.Research output: Contribution to journal › Article › peer-review
A cyber security data triage operation retrieval system
Zhong, C., Lin, T., Liu, P., Yen, J. & Chen, K., Jul 2018, In: Computers and Security. 76, p. 12-31 20 p.Research output: Contribution to journal › Article › peer-review