Jiachen Sun Ph.D. Candidate Computer Science and Engineering, University of Michigan, Ann Arbor

Introduction

 

I'm a 2nd-year 3rd-year Ph.D. candidate [CV] in Computer Science and Engineering at the University of Michigan supervised by Professor Z. Morley Mao. I got my bacholar degree from Zhiyuan College at Shanghai Jiao Tong University advised by Professor Xiaohua Tian. I had a happy time working at DiDi AI Lab as an algorithm engineer intern during my senior year under the supervision of Professor Jieping Ye. I was also fortunate to work with Professor Haitham Hassanieh as a research intern at the University of Illinois Urbana-Champaign in the summer of 2017. I spent my summer semester of 2016 as an exchange student at the University of Washington. My research interests are broadly in cyber-physical security, networked systems, and deep learning, with a current focus on the emerging autonomous driving technology. Perception plays a pivotal role in autonomous driving due to its direct impact on safety-critical decisions. However, the security of perception is not well studied. I am exploring the potential vulnerabilities of state-of-the-art perception systems, and trying to address them afterwards.

 

Education

 

Sept. 2018 - now                Ph.D. in Computer Science and Engineering, University of Michigan - Ann Arbor, USA

Sept. 2014 - June 2018       B.S.E. in Information Engineering, Shanghai Jiao Tong University, China

June. 2016 - Aug. 2016       Exchange Student at Electrical & Computer Engineering, University of Washington - Seattle, USA

 

Publications

 

• [ ArXiv Pre-print ] On The Adversarial Robustness of 3D Point Cloud Classification
  Jiachen Sun, Karl Koenig, Yulong Cao, Qi Alfred Chen, and Z. Morley Mao
  

• [ USENIX Security'20 ] Towards Robust LiDAR-based Perception in Autonomous Driving: General Black-box Adversarial Sensor Attack and Countermeasures
  Jiachen Sun, Yulong Cao, Qi Alfred Chen, and Z. Morley Mao
  Proceedings of the 29th USENIX Security Symposium, Boston, USA, Aug. 2020.
  [ArXiv Version]  [BibTeX]  [Project Website]  [Talk Video]  [Slides]
  [Selected as UIUC CS598 Reading List]  [Selected as UT Dallas CS 6301.007 Reading List] 

• [ USENIX Security'21 ] Automated Discovery of Denial-of-Service Vulnerabilities in Connected Vehicle Protocols
  Shengtuo Hu, Qi Alfred Chen, Jiachen Sun, Yiheng Feng, Z. Morley Mao, and Henry Liu
  To Appear in Proceedings of the 30th USENIX Security Symposium, Vancouver, Canada, Aug. 2021.
  

• [ MobiSys'20 ] MPBond: Efficient Network-level Collaboration Among Personal Mobile Devices
  Xiao Zhu, Jiachen Sun, Xumiao Zhang, Yihua Ethan Guo, Feng Qian, and Z. Morley Mao
  Proceedings of the 18th ACM International Conference on Mobile Systems, Applications, and Services, Toronto, Canada, Jun. 2020.
  

• [ INFOCOM'19 ] Detecting Anomaly in Large-scale Network using Mobile Crowdsourcing
  Yang Li, Jiachen Sun, Wenguang Huang, and Xiaohua Tian
  Proceedings of IEEE International Conference on Computer Communications, Paris, France, May 2019.
  

• [ MobiCom'18 ] Ghostbuster: Detecting the Presence of Hidden Eavesdroppers
  Anadi Chaman, Jiaming Wang, Jiachen Sun, Haitham Hassanieh, and Romit Roy Choudhury
  Proceedings of the 24th ACM International Conference on Mobile Computing and Networking, New Delhi, India, Oct. 2018.
  [Selected as UT Austin CSE386 Reading List]  [Selected as UCSC CSE253 Reading List] 

• [ AdvMLCV'20 ] Towards Robust LiDAR-based Perception in Autonomous Driving
  Jiachen Sun, Yulong Cao, Qi Alfred Chen, and Z. Morley Mao
  Extended Abstract, CVPR 2020 Workshop on Adversarial Machine Learning in Computer Vision, Seattle, USA, Jun. 2020. (Oral)
  [DeepMind Travel Grant Award]

• [ UMAP Journal'17 ] Replacing the Kariba Dam
  Yiming Zhang, Jiachen Sun, Yisen Yao (Three authors contribute equally.)
  UMAP Journal of Undergraduate Mathematics and Its Applications. 2017. (Contest Paper of MCM).
  [Top 2 out of 2409 Participants] [Outstanding Winner & INFORMS Award]
  

 

Contact

 

jiachens AT umich DOT edu

 

Misc.

 

I love sports, and was a national second-class athlete. My records: 11.5 seconds for 100 meters race, and 1.7 meters for high jump. Besides Track and Field, I also love playing soccer, basketball, and volleyball. Mamba Forever! RIP Kobe Bean Bryant.