Junjie Shen

Joined

September 2019

Names

Junjie Shen (Preferred)

Emails

****@uci.edu (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

University of California, Irvine (uci.edu)

2016 – 2022

MS student

North Carolina State University (ncsu.edu)

2014 – 2015

Undergrad student

Hangzhou Dianzi University (hdu.edu.cn)

2009 – 2013

Advisors, Relations & Conflicts

PhD Advisor

Qi Alfred Chen

2016 – 2021

Expertise

localization

2019 – 2022

adversarial machine learning

2018 – 2022

security

2018 – 2022

Publications

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
- 2022 (modified: 09 Nov 2022)
- CoRR 2022
- Readers: Everyone
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
- 2022 (modified: 24 Apr 2023)
- NDSS 2022
- Readers: Everyone
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
- 2022 (modified: 24 Apr 2023)
- ACSAC 2022
- Readers: Everyone
Security Challenges and Defense Opportunities of Connected and Autonomous Vehicle Systems in the Physical World
Junjie Shen
- 2022 (modified: 24 Apr 2023)
- undefined 2022
- Readers: Everyone
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
- 2021 (modified: 09 Nov 2022)
- USENIX Security Symposium 2021
- Readers: Everyone
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
- 2021 (modified: 09 Nov 2022)
- IV 2021
- Readers: Everyone
Exploring Convolution Neural Network for Branch Prediction
Yonghua Mao, Huiyang Zhou, Xiaolin Gui, Junjie Shen
- 2020 (modified: 06 Nov 2022)
- IEEE Access 2020
- Readers: Everyone
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
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone
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
- 2020 (modified: 03 Sept 2020)
- USENIX Security Symposium 2020
- Readers: Everyone
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
- 2020 (modified: 06 Nov 2022)
- CoRR 2020
- Readers: Everyone

View all 19 publications

Co-Authors

View all 55 co-authors