| 2026 | AAAI | Query-Efficient Domain Knowledge Stealing Against Large Language Models. | Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong |
| 2025 | AsiaCCS | Runtime Stealthy Perception Attacks against DNN-based Adaptive Cruise Control Systems. | Xugui Zhou, Anqi Chen, Maxfield Kouzel, Haotian Ren, Morgan McCarty, Cristina Nita-Rotaru, Homa Alemzadeh |
| 2025 | DSN | Decoding Neighborhood Environments with Large Language Models. | Andrew Cart, Shaohu Zhang, Melanie Escue, Xugui Zhou, Haitao Zhao, Prashanth Busireddygari, Beiyu Lin, Shuang Li |
| 2025 | DSN | Revisiting Adversarial Perception Attacks and Defense Methods on Autonomous Driving Systems. | Cheng Chen, Yuhong Wang, Nafis S. Munir, Xiangwei Zhou, Xugui Zhou |
| 2025 | DSN | Safety Interventions against Adversarial Patches in an Open-Source Driver Assistance System. | Cheng Chen, Grant Xiao, Daehyun Lee, Lishan Yang, Evgenia Smirni, Homa Alemzadeh, Xugui Zhou |
| 2024 | SAFECOMP | Strategic Resilience Evaluation of Neural Networks Within Autonomous Vehicle Software. | Anna Schmedding, Philip Schowitz, Xugui Zhou, Yiyang Lu, Lishan Yang, Homa Alemzadeh, Evgenia Smirni |
| 2023 | AAAI | Towards Developing Safety Assurance Cases for Learning-Enabled Medical Cyber-Physical Systems. | Maryam Bagheri, Josephine Lamp, Xugui Zhou, Lu Feng, Homa Alemzadeh |
| 2023 | CHASE | Short: Basal-Adjust: Trend Prediction Alerts and Adjusted Basal Rates for Hyperglycemia Prevention. | Chloe Smith, Maxfield Kouzel, Xugui Zhou, Homa Alemzadeh |
| 2022 | CHASE | Design and Validation of an Open-Source Closed-Loop Testbed for Artificial Pancreas Systems. | Xugui Zhou, Maxfield Kouzel, Haotian Ren, Homa Alemzadeh |
| 2022 | DSN | Robustness Testing of Data and Knowledge Driven Anomaly Detection in Cyber-Physical Systems. | Xugui Zhou, Maxfield Kouzel, Homa Alemzadeh |
| 2022 | DSN | Strategic Safety-Critical Attacks Against an Advanced Driver Assistance System. | Xugui Zhou, Anna Schmedding, Haotian Ren, Lishan Yang, Philip Schowitz, Evgenia Smirni, Homa Alemzadeh |
| 2021 | DSN | Data-driven Design of Context-aware Monitors for Hazard Prediction in Artificial Pancreas Systems. | Xugui Zhou, Bulbul Ahmed, James H. Aylor, Philip Asare, Homa Alemzadeh |