| 2026 | NDSS | FlyTrap: Physical Distance-Pulling Attack Towards Camera-based Autonomous Target Tracking Systems. | Shaoyuan Xie, Mohamad Habib Fakih, Junchi Lu, Fayzah Alshammari, Ningfei Wang, Takami Sato, Halima Bouzidi, Mohammad Abdullah Al Faruque, Qi Alfred Chen |
| 2025 | CCS | ControlLoc: Physical-World Hijacking Attack on Camera-based Perception in Autonomous Driving. | Chen Ma, Ningfei Wang, Zhengyu Zhao, Qian Wang, Qi Alfred Chen, Chao Shen |
| 2025 | NDSS | Revisiting Physical-World Adversarial Attack on Traffic Sign Recognition: A Commercial Systems Perspective. | Ningfei Wang, Shaoyuan Xie, Takami Sato, Yunpeng Luo, Kaidi Xu, Qi Alfred Chen |
| 2024 | AAAI | SlowTrack: Increasing the Latency of Camera-Based Perception in Autonomous Driving Using Adversarial Examples. | Chen Ma, Ningfei Wang, Qi Alfred Chen, Chao Shen |
| 2024 | CVPR | Intriguing Properties of Diffusion Models: An Empirical Study of the Natural Attack Capability in Text-to-Image Generative Models. | Takami Sato, Justin Yue, Nanze Chen, Ningfei Wang, Qi Alfred Chen |
| 2024 | WWW | Towards Robustness Analysis of E-Commerce Ranking System. | Ningfei Wang, Yupin Huang, Han Cheng, Jiri Gesi, Xiaojie Wang, Vivek Mittal |
| 2023 | DAC | Invited: Waving the Double-Edged Sword: Building Resilient CAVs with Edge and Cloud Computing. | Xiangguo Liu, Yunpeng Luo, Anthony Goeckner, Trishna Chakraborty, Ruochen Jiao, Ningfei Wang, Yixuan Wang, Takami Sato, Qi Alfred Chen, Qi Zhu |
| 2023 | ICCV | Does Physical Adversarial Example Really Matter to Autonomous Driving? Towards System-Level Effect of Adversarial Object Evasion Attack. | Ningfei Wang, Yunpeng Luo, Takami Sato, Kaidi Xu, Qi Alfred Chen |
| 2022 | CCS | Poster: On the System-Level Effectiveness of Physical Object-Hiding Adversarial Attack in Autonomous Driving. | Ningfei Wang, Yunpeng Luo, Takami Sato, Kaidi Xu, Qi Alfred Chen |
| 2021 | SP | Invisible for both Camera and LiDAR: Security of Multi-Sensor Fusion based Perception in Autonomous Driving Under Physical-World Attacks. | Yulong Cao, Ningfei Wang, Chaowei Xiao, Dawei Yang, Jin Fang, Ruigang Yang, Qi Alfred Chen, Mingyan Liu, Bo Li |
| 2021 | SP | Demo: Security of Camera-based Perception for Autonomous Driving under Adversarial Attack. | Christopher DiPalma, Ningfei Wang, Takami Sato, Qi Alfred Chen |
| 2021 | SP | Demo: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. | Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen |
| 2018 | CCS | Integration of Static and Dynamic Code Stylometry Analysis for Programmer De-anonymization. | Ningfei Wang, Shouling Ji, Ting Wang |