Junjie Shen

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 28

Top Topics

Autonomous Driving

Vision Algorithms

Top Venues

USENIX Security Symposium

Publications

Junjie Shen, Ziwen Wan, Yunpeng Luo, Yiheng Feng, Z. Morley Mao, Qi Alfred Chen
Detecting Data Spoofing in Connected Vehicle based Intelligent Traffic Signal Control using Infrastructure-Side Sensors and Traffic Invariants. IV (2023)
Junjie Shen, Yunpeng Luo, Ziwen Wan, Qi Alfred Chen
Lateral-Direction Localization Attack in High-Level Autonomous Driving: Domain-Specific Defense Opportunity via Lane Detection. IROS (2023)
Junjie Shen, Yunpeng Luo, Ziwen Wan, Qi Alfred Chen
Lateral-Direction Localization Attack in High-Level Autonomous Driving: Domain-Specific Defense Opportunity via Lane Detection. CoRR (2023)
Zhen Yang, Jun Ying, Junjie Shen, Yiheng Feng, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu
Anomaly Detection Against GPS Spoofing Attacks on Connected and Autonomous Vehicles Using Learning From Demonstration. IEEE Trans. Intell. Transp. Syst. 24 (9) (2023)
Qifan Zhang, Junjie Shen, Mingtian Tan, Zhe Zhou, Zhou Li, Qi Alfred Chen, Haipeng Zhang
Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization. ACSAC (2022)
Ziwen Wan, Junjie Shen, Jalen Chuang, Xin Xia, Joshua Garcia, Jiaqi Ma, Qi Alfred Chen
Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks. CoRR (2022)
Junjie Shen, Ningfei Wang, Ziwen Wan, Yunpeng Luo, Takami Sato, Zhisheng Hu, Xinyang Zhang, Shengjian Guo, Zhenyu Zhong, Kang Li, Ziming Zhao, Chunming Qiao, Qi Alfred Chen
SoK: On the Semantic AI Security in Autonomous Driving. CoRR (2022)
Ziwen Wan, Junjie Shen, Jalen Chuang, Xin Xia, Joshua Garcia, Jiaqi Ma, Qi Alfred Chen
Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks. NDSS (2022)
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jia, Xue Lin, Qi Alfred Chen
Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. USENIX Security Symposium (2021)
Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu
End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering. IV (2021)
Kanglan Tang, Junjie Shen, Qi Alfred Chen
Demo: ROI Attacks on Traffic Light Detection in High-Level Autonomous Driving. SP Workshops (2021)
Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu
End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering. CoRR (2021)
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen
Demo: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. SP Workshops (2021)
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen
Demo: Attacking Multi-Sensor Fusion based Localization in High-Level Autonomous Driving. SP Workshops (2021)
Yonghua Mao, Huiyang Zhou, Xiaolin Gui, Junjie Shen
Exploring Convolution Neural Network for Branch Prediction. IEEE Access 8 (2020)
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen
Hold Tight and Never Let Go: Security of Deep Learning based Automated Lane Centering under Physical-World Attack. CoRR (2020)
Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen
Security of Deep Learning based Lane Keeping System under Physical-World Adversarial Attack. CoRR (2020)
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen
Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing. USENIX Security Symposium (2020)
Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Hao Chen, Zhenyu Zhong, Tao Wei
Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking. ICLR (2020)
Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen
Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing (Extended Version). CoRR (2020)
Joshua Garcia, Yang Feng, Junjie Shen, Sumaya Almanee, Yuan Xia, Qi Alfred Chen
A comprehensive study of autonomous vehicle bugs. ICSE (2020)
Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev
LXDs: Towards Isolation of Kernel Subsystems. USENIX Annual Technical Conference (2019)
Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Zhenyu Zhong, Tao Wei
Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking. CoRR (2019)
Gongjin Sun, Junjie Shen, Alexander V. Veidenbaum
Combining Prefetch Control and Cache Partitioning to Improve Multicore Performance. IPDPS (2019)
Yonghua Mao, Junjie Shen, Xiaolin Gui
A Study on Deep Belief Net for Branch Prediction. IEEE Access 6 (2018)
Junjie Shen, Zhi Chen, Nahid Farhady Ghalaty, Rosario Cammarota, Alexandru Nicolau, Alexander V. Veidenbaum
New Opportunities for Compilers in Computer Security. LCPC (2018)
Zhi Chen, Junjie Shen, Alex Nicolau, Alexander V. Veidenbaum, Nahid Farhady Ghalaty, Rosario Cammarota
CAMFAS: A Compiler Approach to Mitigate Fault Attacks via Enhanced SIMDization. FDTC (2017)
Zhi Chen, Junjie Shen, Alex Nicolau, Alexander V. Veidenbaum, Nahid Farhady Ghalaty, Rosario Cammarota
CAMFAS: A Compiler Approach to Mitigate Fault Attacks via Enhanced SIMDization. IACR Cryptol. ePrint Arch. 2017 (2017)