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About Me


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.

News


Publication

(* denotes equal contribution)

Piracy Resistant Watermarks for Deep Neural Networks [pdf]
Huiying Li, Emily Wenger, Ben Y. Zhao, Haitao Zheng
arXiv preprint arXiv:1910.01226 (2020)
In Submission

Fawkes: Protecting Personal Privacy against Unauthorized Deep Learning Models [pdf]
Shawn Shan, Emily Wenger, Jiayun Zhang, Huiying Li, Haitao Zheng, Ben Y. Zhao
arXiv preprint arXiv:2002.08327 (2020)
In Submission

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.

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.

Experience


Education


Contact Me


5730 S Ellis Ave,
Chicago, IL 60637

huiyingli[at]uchicago.edu