Xugui Zhou

Xugui Zhou

Assistant Professor

Joint Faculty, ECE

Patrick F Taylor Building, Baton Rouge, LA 70803
Louisiana State University

225 578 0691
xuguizhou@lsu.edu

 

Educational Background

Ph.D. in Electrical and Computer Engineering, University of Virginia, 2024

M.Eng in Control Science and Engineering, Shandong University, China, 2015

B.Eng in Automation, Shandong University, China, 2012

 

Research Interests

System Dependability & Security, Cyber-Physical Systems, Autonomous Driving, Smart Healthcare, Control, Formal Methods

 

Teaching Responsibilities

CSC/EE 7700: ML for CPS Security

 

Selected Publications

“Strategic Resilience Evaluation of Neural Networks within Autonomous Vehicle Software” with A. Schmedding, P. Schowitz, L. Yang, H. Alemzadeh, and E. Smirni, in 43rd International Conference on Computer Safety, Reliability and Security (SafeComp), 2024.

“Hybrid Knowledge and Data Driven Synthesis of Runtime Monitors for Cyber-Physical Systems” with B. Ahmed, J. Aylor, P. Asare, and H. Alemzadeh, in IEEE Transactions on Dependable and Secure Computing (TDSC), 2023

“Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems” with M. Bagheri, J. Lamp, L. Feng, and H. Alemzadeh, in AAAI’s Workshop on Artificial Intelligence Safety, 2023

“Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System” with A. Schmedding, H. Ren, L. Yang, P. Schowitz, E. Smirni, H. Alemzadeh, in IEEE/IFIP International Conference on Dependable Systems and Networks (DSN), 2022

“Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems” with B. Ahmed, J. Aylor, P. Asare, H. Alemzadeh, in IEEE/IFIP DSN Workshop on Dependable and Secure Machine Learning, 2022

“Data-driven design of context-aware monitors for hazard prediction in artificial pancreas systems” with B. Ahmed, J. Aylor, P. Asare, H. Alemzadeh, in IEEE/IFIP International Conf. on Dependable Systems and Networks (DSN), 2021

 

Awards and Honors

Rising Star in Cyber-Physical Systems (2023)

National Scholarship, Top 0.2% of all the post-secondary students in China (2014)

 

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