John Yen

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IEE Research Themes
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

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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 journalArticlepeer-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 journalArticlepeer-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 journalArticlepeer-review