Jaewoo Lee

Assistant professor

Department of Computer Science,
University of Georgia,
Athens, GA
jaewoo.lee@uga.edu
Jaewoo Lee phto

My Profile

I am an assistant professor in the computer science department at University of Georgia. Before joining UGA, I was a postdoctoral research associate working in Prof. Daniel Kifer's machine learning lab at PennState university. I received my Ph.D. in computer science in 2014 from Purdue university, where I studied privacy-preserving data analysis techniques under the supervision of Prof. Chris Clifton. Before joining Purdue, I was a member of database group at Yonsei university where I obtained my master and bachelor degrees in Computer Science. During my master study, I did research on developing efficient stream mining algorithms for high-dimensional data streams under the supervision of Prof. Won Suk Lee.

Teaching

Research

My research interests lie at the intersections of data mining, machine learning, data privacy, and security. My primary interest is on data privacy --- providing strong privacy guarantees while making accurate computations on sensitive datasets possible. I work on developing new methodologies for performing machine learning and data mining tasks on sensitive data. The research topics of my interests are listed below, but not limited to:

Publication

†Unfortunately, the algorithm proposed in this paper has a technical problem and the privacy is not guaranteed. For details, see here