Xugui Zhou

Assistant Professor

Contact

xuguizhou@lsu.edu 
Office Room 333
Engineering Research & Development Building (ERAD)

Educational Background

Ph.D. in Electrical and Computer Engineering, ¾Å¾Å¸£ÀûÍø of Virginia, 2024

M.Eng in Control Science and Engineering, Shandong ¾Å¾Å¸£ÀûÍø, China, 2015

B.Eng in Automation, Shandong ¾Å¾Å¸£ÀûÍø, China, 2012

Xugui Zhou

  • CSC/EE 7700: ML for CPS Security
  • System Dependability & Security
  • Cyber-Physical Systems
  • Autonomous Driving
  • Smart Healthcare
  • Control
  • Formal Methods
  • Schmedding, A., Schowitz, P., Zhou, X., Lu, Y., Yang, L., Alemzadeh, H., & Smirni, E. (2024, September). Strategic resilience evaluation of neural networks within autonomous vehicle software. In International Conference on Computer Safety, Reliability, and Security (pp. 33-48). Cham: Springer Nature Switzerland.
  • Zhou, X., Kouzel, M., Smith, C., & Alemzadeh, H. (2023). KnowSafe: Combined Knowledge and Data Driven Hazard Mitigation in Artificial Pancreas Systems. arXiv preprint arXiv:2311.07460.
  • Zhou, X., Chen, A., Kouzel, M., Ren, H., McCarty, M., Nita-Rotaru, C., & Alemzadeh, H. (2023). Runtime stealthy perception attacks against dnn-based adaptive cruise control systems. arXiv preprint arXiv:2307.08939.
  • Smith, C., Kouzel, M., Zhou, X., & Alemzadeh, H. (2023, June). Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. In Proceedings of the 8th ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies (pp. 153-157).
  • Zhou, X., Ahmed, B., Aylor, J. H., Asare, P., & Alemzadeh, H. (2023). Hybrid knowledge and data driven synthesis of runtime monitors for cyber-physical systems. IEEE Transactions on Dependable and Secure Computing, 21(1), 12-30.
  • Bagheri, M., Lamp, J., Zhou, X., Feng, L., & Alemzadeh, H. (2022). Towards developing safety assurance cases for learning-enabled medical cyber-physical systems. arXiv preprint arXiv:2211.15413.
  • Zhou, X., Kouzel, M., Ren, H., & Alemzadeh, H. (2022, November). Design and validation of an open-source closed-loop testbed for artificial pancreas systems. In 2022 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) (pp. 1-12). IEEE.
  • Zhou, X., Kouzel, M., & Alemzadeh, H. (2022, June). Robustness testing of data and knowledge driven anomaly detection in cyber-physical systems. In 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops (DSN-W) (pp. 44-51). IEEE.
  • Zhou, X., Schmedding, A., Ren, H., Yang, L., Schowitz, P., Smirni, E., & Alemzadeh, H. (2022, June). Strategic safety-critical attacks against an advanced driver assistance system. In 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (pp. 79-87). IEEE.
  • Zhou, X., Ahmed, B., Aylor, J. H., Asare, P., & Alemzadeh, H. (2021, June). Data-driven design of context-aware monitors for hazard prediction in artificial pancreas systems. In 2021 51st Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) (pp. 484-496). IEEE.
  • 2023: Rising Star in Physical Systems
  • 2014: National Scholarship, Top 0.2% of ALL Post-Secondary Students in China