Junjie Shen

3243 Donald Bren Hall

UC Irvine

Irvine, CA 92697

I am a 6-th year CS Ph.D. candidate at UC Irvine working with Prof. Qi Alfred Chen.

My research interest is CPS/IoT autonomy software security with a focus on autonomous driving and intelligent transportation systems security. Recently, I have been mainly working on the security of industry-grade autonomous driving systems, including those providing different levels of driving autonomy (e.g., Level-2 and Level-4). Previously, I have also explored other security areas such as compiler-assisted countermeasures for fault and side-channel attacks and efficient isolation for Linux kernel subsystems.

Before joining UCI, I graduated with a M.S. and B.E. from North Carolina State University, Raleigh and Hangzhou Dianzi University, China, respectively.

news

May 11, 2022 I successfully defended my Ph.D. dissertation titled “Security Challenges and Defense Opportunities of Connected and Autonomous Vehicle Systems in the Physical World”!
Jan 6, 2022 A paper is accepted to the The Network and Distributed System Security (NDSS) Symposium 2022.
Oct 8, 2021 I received The Beall Family Foundation Graduate Student Entrepreneur Award in Computer Science. Thanks, Beall Family Foundation!
Aug 10, 2021 This year’s AutoDriving CTF is now ended. More than 100 teams attempted and 93 teams had valid scores! Among them, 4 teams finished all 20 challenges, and 59 teams solved at least one non-trivial challenge. Checkout the news from some of the winning teams: [六出祁山@BJTU], [Cacti@UB], [Redbud@THU]. Congrats!
Jul 19, 2021 I am organizing the AutoDriving CTF on behalf of the UCI ASGuard group together with Baidu Security X-Lab. This year it will be a hybrid (online and onsite) contest as part of DEF CON 29!! The offical contest time will be 24 hours starting from 6 pm Aug 5 PT. Before that, welcome to check out some demo challenges. Enjoy autonomous vehicle hacking!
Jun 1, 2021 I am awarded the Graduate Dean’s Dissertation Fellowship for the 2021-2022 academic year. Thanks, UCI Graduate Division!
Apr 30, 2021 Our DRP attack paper is accepted to the 30th USENIX Security Symposium (USENIX Security 2021)!! Big congrats, Takami and Ningfei! Stay tuned for the camera ready version and lots of interesting attack demo videos!
Apr 26, 2021 A paper is accepted to the 32nd IEEE Intelligent Vehicles Symposium (IV).
Feb 4, 2021 3 short papers and 2 demo papers are accepted to the Third International Workshop on Automotive and Autonomous Vehicle Security (AutoSec) 2021 co-located with NDSS 2021.
Oct 31, 2020 Serving as the Web Chair for IEEE Workshop on the Internet of Safe Things (SafeThings 2021) co-located with IEEE S&P 2021. [Call for papers, Due: Jan 2529 2021, AoE]
Sep 27, 2020 Led the ASGuard team won the Championship out of 24 participating teams in the world’s first Autonomous Driving CTF competition hosted by Baidu Security! Big congrats, Takami, Ningfei, Ziwen, Yunpeng, and Zeyuan!
Sep 10, 2020 Serving as a PC member for DYnamic and Novel Advances in Machine Learning and Intelligent Cyber Security (DYNAMICS) Workshop co-located with ACSAC 2020. Please consider submitting your papers! [Call for papers, Due: Oct 1623 2020, 11:59 pm EST]
Sep 3, 2020 Serving as a reviewer for ICLR 2021.

selected publications

  1. arXiv
    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, and Qi Alfred Chen
    arXiv:2203.05314 2022
  2. NDSS
    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, and Qi Alfred Chen
    In Network and Distributed System Security Symposium (NDSS) 2022 (Acceptance rate 14.1% = 53/377)
  3. USENIX Security
    Dirty Road Can Attack: Security of Deep Learning based Automated Lane Centering under Physical-World Attack
    In USENIX Security Symposium (USENIX Security) 2021 (Acceptance rate 18.7% = 246/1316)
  4. USENIX Security
    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, and Qi Alfred Chen
    In USENIX Security Symposium (USENIX Security) 2020 (Acceptance rate 16.1% = 157/977)
  5. ICSE
    A Comprehensive Study of Autonomous Vehicle Bugs
    Joshua Garcia, Yang Feng, Junjie Shen, Sumaya Almanee, Yuan Xia, and Qi Alfred Chen
    In ACM/IEEE International Conference on Software Engineering (ICSE) 2020 (Acceptance rate 23.5% = 129/550)
  6. ICLR
    Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking
    Yunhan Jia*, Yantao Lu*, Junjie Shen, Qi Alfred Chen, Hao Chen, Zhenyu Zhong, and Tao Wei
    In International Conference on Learning Representations (ICLR) 2020 (Acceptance rate 26.5% = 687/2594)