Junjie Shen

3243 Donald Bren Hall

UC Irvine

Irvine, CA 92697

I am a 5-th year CS Ph.D. candidate at UC Irvine working with Prof. Qi Alfred Chen.

My research interest is Cyber-Physical Systems security with a focus on autonomous driving and intelligent transportation systems security. Recently, I have been mainly working on the security of production-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 Univerity, Raleigh and Hangzhou Dianzi University, China, respectively.

news

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 25 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
    Hold Tight and Never Let Go: Security of Deep Learning based Automated Lane Centering under Physical-World Attack
    arXiv:2009.06701 2020
  2. 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 (Winter quarter acceptance rate 13.0% = 62/477)
  3. 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)
  4. 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)