Shixiang (Woody) Zhu
Assistant Professor, Heinz College
Shixiang (Woody) Zhu is an assistant professor of data analytics at Heinz College of Information Systems and Public Policy. He received his PhD in Machine Learning at H. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology.
Zhu’s research lies in the broad area of machine learning, data science, and optimization, with a particular interest in developing models for spatio-temporal data and dynamic networks and decision making under uncertainty. Much of his work aims to develop new methodologies for Social Good and address high-impact problems in various applications, including police operation, power system, transportation, healthcare and epidemiology, etc. His research in police zone districting entered the finalists of 2021 INFORMS Wagner prize and won the second place of 2019 INFORMS Doing Good with Good OR.
Research Interests
- AI and ML for security
- Applications of security and privacy
- energy and critical infrastructure security
- intrusion and anomaly detection and prevention
- mobile and app security and privacy
- network security
- risk analysis and management
- security of AI and ML
- social networks security and privacy
- systems security
- threat analysis and modeling
- threat intelligence