| Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack T Sato, J Shen, N Wang, YJ Jia, X Lin, QA Chen Proceedings of the 29th USENIX Security Symposium, 2021, 2021 | 117* | 2021 |
| Sok: On the semantic ai security in autonomous driving J Shen, N Wang, Z Wan, Y Luo, T Sato, Z Hu, X Zhang, S Guo, Z Zhong, ... arXiv preprint arXiv:2203.05314, 2022 | 25 | 2022 |
| Semi-supervised semantics-guided adversarial training for trajectory prediction R Jiao, X Liu, T Sato, QA Chen, Q Zhu arXiv preprint arXiv:2205.14230, 2022 | 18* | 2022 |
| End-to-end uncertainty-based mitigation of adversarial attacks to automated lane centering R Jiao, H Liang, T Sato, J Shen, QA Chen, Q Zhu 2021 IEEE Intelligent Vehicles Symposium (IV), 266-273, 2021 | 15 | 2021 |
| Security of deep learning based lane keeping system under physical-world adversarial attack T Sato, J Shen, N Wang, YJ Jia, X Lin, QA Chen arXiv preprint arXiv:2003.01782, 2020 | 14 | 2020 |
| Learning representation for anomaly detection of vehicle trajectories R Jiao, J Bai, X Liu, T Sato, X Yuan, QA Chen, Q Zhu 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2023 | 9 | 2023 |
| Towards driving-oriented metric for lane detection models T Sato, QA Chen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 9 | 2022 |
| Security of camera-based perception for autonomous driving under adversarial attack C DiPalma, N Wang, T Sato, QA Chen 2021 IEEE Security and Privacy Workshops (SPW), 243-243, 2021 | 9 | 2021 |
| Does physical adversarial example really matter to autonomous driving? towards system-level effect of adversarial object evasion attack N Wang, Y Luo, T Sato, K Xu, QA Chen Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 8 | 2023 |
| LiDAR Spoofing Meets the New-Gen: Capability Improvements, Broken Assumptions, and New Attack Strategies T Sato, Y Hayakawa, R Suzuki, Y Shiiki, K Yoshioka, QA Chen ISOC Network and Distributed System Security Symposium (NDSS), 2024 | 6 | 2024 |
| Waving the double-edged sword: Building resilient cavs with edge and cloud computing X Liu, Y Luo, A Goeckner, T Chakraborty, R Jiao, N Wang, Y Wang, T Sato, ... 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-4, 2023 | 6 | 2023 |
| WIP: Infrared Laser Reflection Attack Against Traffic Sign Recognition Systems T Sato, SH Bhupathiraju, M Clifford, T Sugawara, QA Chen, S Rampazzi ISOC Symposium on Vehicle Security and Privacy (VehicleSec), 2023 | 6 | 2023 |
| Poster: On the system-level effectiveness of physical object-hiding adversarial attack in autonomous driving N Wang, Y Luo, T Sato, K Xu, QA Chen Proceedings of the 2022 ACM SIGSAC Conference on Computer and Communications …, 2022 | 6 | 2022 |
| Wip: End-to-end analysis of adversarial attacks to automated lane centering systems H Liang, R Jiao, T Sato, J Shen, QA Chen, Q Zhu Workshop on Automotive and Autonomous Vehicle Security (AutoSec'21), 2021 | 6 | 2021 |
| WIP: Deployability improvement, stealthiness user study, and safety impact assessment on real vehicle for dirty road patch attack T Sato, J Shen, N Wang, YJ Jia, X Lin, QA Chen Workshop on Automotive and Autonomous Vehicle Security (AutoSec) 2021, 25, 2021 | 6 | 2021 |
| On robustness of lane detection models to physical-world adversarial attacks in autonomous driving T Sato, QA Chen arXiv preprint arXiv:2107.02488, 2021 | 4 | 2021 |
| WIP: Practical removal attacks on LiDAR-based object detection in autonomous driving T Sato, Y Hayakawa, R Suzuki, Y Shiiki, K Yoshioka, QA Chen ISOC Symposium on Vehicle Security and Privacy (VehicleSec), 2023 | 3 | 2023 |
| Invisible Reflections: Leveraging Infrared Laser Reflections to Target Traffic Sign Perception T Sato, SHV Bhupathiraju, M Clifford, T Sugawara, QA Chen, S Rampazzi arXiv preprint arXiv:2401.03582, 2024 | 2 | 2024 |
| Intriguing Properties of Diffusion Models: A Large-Scale Dataset for Evaluating Natural Attack Capability in Text-to-Image Generative Models T Sato, J Yue, N Chen, N Wang, QA Chen arXiv preprint arXiv:2308.15692, 2023 | 2 | 2023 |
| Adversarial attacks on adaptive cruise control systems Y Guo, T Sato, Y Cao, QA Chen, Y Cheng Proceedings of Cyber-Physical Systems and Internet of Things Week 2023, 49-54, 2023 | 2 | 2023 |
Alfred ChenAssistant Professor, University of California, Irvineכתובת אימייל מאומתת בדומיין uci.edu
