I'm a third year PhD student in Department of Computer Science at University of Chicago. I work in SAND Lab, co-advised by Prof. Ben Y. Zhao and Prof. Heather Zheng. I received my Bachelor's degree from School of Computer science, Fudan University in June, 2017.
My research interest is security in Machine Learning especially Deep Learning. I am also interested in security and privacy of Networks and Systems such as Online Social Networks (OSNs) and Internet of Things (IoT).
I received Facebook Fellowship in 2020.
Blacklight: Defending Black-Box Adversarial Attacks on Deep Neural Networks [pdf]
Huiying Li, Shawn Shan, Emily Wenger, Jiayun Zhang, Haitao Zheng, Ben Y. Zhao
Piracy Resistant Watermarks for Deep Neural Networks [pdf]
Huiying Li, Emily Wenger, Ben Y. Zhao, Haitao Zheng
arXiv preprint arXiv:1910.01226 (2020)
Fawkes: Protecting Privacy against Unauthorized Deep Learning Models [pdf]
Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao
Proceedings of 29th USENIX Security Symposium
USENIX Security, Boston, MA, Aug 2020.
Wearable Microphone Jamming [pdf] [homepage] [code] [demo]
Yuxin Chen*, Huiying Li*, Shan-Yuan Teng*, Steven Nagels, Zhijing Li, Pedro Lopes, Ben Y. Zhao, and Haitao Zheng
Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems
ACM CHI, Honolulu, Hawaii, April 2020.
(Honorable Mention Award)
Latent Backdoor Attacks on Deep Neural Networks [pdf] [code] [sildes]
Yuanshun Yao, Huiying Li, Haitao Zheng, Ben Y. Zhao
Proceedings of the 26th ACM Conference on Computer and Communication Security
ACM CCS, London, UK, Nov 2019.
Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks [pdf] [code] [sildes]
Bolun Wang, Yuanshun Yao, Shawn Shan, Huiying Li, Bimal Viswanath, Haitao Zheng, and Ben Y. Zhao
Proceedings of the 40th IEEE Symposium on Security and Privacy
IEEE S&P, San Francisco, CA, May 2019.
I was a teaching assistant for course CMSC 23400 Mobile Computing in Winter 2018.
I was a teaching assistant for course MPCS 52011 Introduction to Computer Systems in Autumn 20187
5730 S Ellis Ave,
Chicago, IL 60637