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, University of Virginia, 2024

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

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

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Xugui Zhou

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  • 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