Junjie Shen

According to our database, Junjie Shen authored at least 25 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Anomaly Detection Against GPS Spoofing Attacks on Connected and Autonomous Vehicles Using Learning From Demonstration.

Zhen Yang, Jun Ying, Junjie Shen, Yiheng Feng, Qi Alfred Chen, Z. Morley Mao, Henry X. Liu

IEEE Trans. Intell. Transp. Syst., September, 2023

Detecting Data Spoofing in Connected Vehicle based Intelligent Traffic Signal Control using Infrastructure-Side Sensors and Traffic Invariants.

Junjie Shen, Ziwen Wan, Yunpeng Luo, Yiheng Feng, Z. Morley Mao, Qi Alfred Chen

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

Lateral-Direction Localization Attack in High-Level Autonomous Driving: Domain-Specific Defense Opportunity via Lane Detection.

Junjie Shen, Yunpeng Luo, Ziwen Wan, Qi Alfred Chen

IROS, 2023

2022

Security Challenges and Defense Opportunities of Connected and Autonomous Vehicle Systems in the Physical World

Junjie Shen

PhD thesis, 2022

SoK: On the Semantic AI Security in Autonomous Driving.

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

CoRR, 2022

Too Afraid to Drive: Systematic Discovery of Semantic DoS Vulnerability in Autonomous Driving Planning under Physical-World Attacks.

Ziwen Wan, Junjie Shen, Jalen Chuang, Xin Xia, Joshua Garcia, Jiaqi Ma, Qi Alfred Chen

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

Play the Imitation Game: Model Extraction Attack against Autonomous Driving Localization.

Qifan Zhang, Junjie Shen, Mingtian Tan, Zhe Zhou, Zhou Li, Qi Alfred Chen, Haipeng Zhang

Proceedings of the Annual Computer Security Applications Conference, 2022

2021

Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack.

Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jia, Xue Lin, Qi Alfred Chen

Proceedings of the 30th USENIX Security Symposium, 2021

Demo: ROI Attacks on Traffic Light Detection in High-Level Autonomous Driving.

Kanglan Tang, Junjie Shen, Qi Alfred Chen

Proceedings of the IEEE Security and Privacy Workshops, 2021

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

Proceedings of the IEEE Security and Privacy Workshops, 2021

Demo: Attacking Multi-Sensor Fusion based Localization in High-Level Autonomous Driving.

Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen

Proceedings of the IEEE Security and Privacy Workshops, 2021

End-to-end Uncertainty-based Mitigation of Adversarial Attacks to Automated Lane Centering.

Ruochen Jiao, Hengyi Liang, Takami Sato, Junjie Shen, Qi Alfred Chen, Qi Zhu

Proceedings of the IEEE Intelligent Vehicles Symposium, 2021

2020

Hold Tight and Never Let Go: 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

CoRR, 2020

Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing (Extended Version).

Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen

CoRR, 2020

Security of Deep Learning based Lane Keeping System under Physical-World Adversarial Attack.

Takami Sato, Junjie Shen, Ningfei Wang, Yunhan Jack Jia, Xue Lin, Qi Alfred Chen

CoRR, 2020

Exploring Convolution Neural Network for Branch Prediction.

Yonghua Mao, Huiyang Zhou, Xiaolin Gui, Junjie Shen

IEEE Access, 2020

Drift with Devil: Security of Multi-Sensor Fusion based Localization in High-Level Autonomous Driving under GPS Spoofing.

Junjie Shen, Jun Yeon Won, Zeyuan Chen, Qi Alfred Chen

Proceedings of the 29th USENIX Security Symposium, 2020

A comprehensive study of autonomous vehicle bugs.

Joshua Garcia, Yang Feng, Junjie Shen, Sumaya Almanee, Yuan Xia, Qi Alfred Chen

Proceedings of the ICSE '20: 42nd International Conference on Software Engineering, Seoul, South Korea, 27 June, 2020

Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking.

Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Hao Chan, Zhenyu Zhong, Tao Wei

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Fooling Detection Alone is Not Enough: First Adversarial Attack against Multiple Object Tracking.

Yunhan Jia, Yantao Lu, Junjie Shen, Qi Alfred Chen, Zhenyu Zhong, Tao Wei

CoRR, 2019

LXDs: Towards Isolation of Kernel Subsystems.

Vikram Narayanan, Abhiram Balasubramanian, Charlie Jacobsen, Sarah Spall, Scotty Bauer, Michael Quigley, Aftab Hussain, Abdullah Younis, Junjie Shen, Moinak Bhattacharyya, Anton Burtsev

Proceedings of the 2019 USENIX Annual Technical Conference, 2019

Combining Prefetch Control and Cache Partitioning to Improve Multicore Performance.

Gongjin Sun, Junjie Shen, Alexander V. Veidenbaum

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018

A Study on Deep Belief Net for Branch Prediction.

Yonghua Mao, Junjie Shen, Xiaolin Gui

IEEE Access, 2018

New Opportunities for Compilers in Computer Security.

Junjie Shen, Zhi Chen, Nahid Farhady Ghalaty, Rosario Cammarota, Alexandru Nicolau, Alexander V. Veidenbaum

Proceedings of the Languages and Compilers for Parallel Computing, 2018

2017

CAMFAS: A Compiler Approach to Mitigate Fault Attacks via Enhanced SIMDization.

Zhi Chen, Junjie Shen, Alex Nicolau, Alexander V. Veidenbaum, Nahid Farhady Ghalaty, Rosario Cammarota

IACR Cryptol. ePrint Arch., 2017