Biography

Shuya Feng is a Ph.D. student in Computer Science and Engineering at UConn. Her academic professor is Yuan Hong. Her research interest is differential privacy and machine learning security. Before studying at UConn, she completed her master's degree from Illinois Institute of Technology, where she graduated in 2017.

Research Interests

  • Differential Privacy
  • Privacy-preserving Machine Learning
  • Distributed Machine Learning Security
  • Data Privacy and Security

Education

  • Ph.D. Candidate in Computer Science and Engineering, University of Connecticut, Aug 2022 to Present
  • Ph.D. Candidate in Computer Science, Illinois Institute of Technology, Aug 2019 to May 2022
  • M.S. in Computer Science, Illinois Institute of Technology, Aug 2015 to May 2017
  • B.S. in Computer Science, Harbin Institute of Technology, Aug 2011 to July 2015

Featured Publications

  • Feng, Shuya*, Meisam Mohammady*, Han Wang, Xiaochen Li, Zhan Qin, and Yuan Hong. "DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming." In Proceedings of the 45th IEEE Symposium on Security and Privacy (S&P). [Acceptance Rate in Cycle 2: 83/558=14.9%, *Equal Contributions]
  • Wang, Han, Jayashree Sharma, Shuya Feng, Kai Shu, and Yuan Hong. "A Model-Agnostic Approach to Differentially Private Topic Mining." In In Proceedings of the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'22). 2022.
  • News


    Publications

  • Feng, Shuya*, Meisam Mohammady*, Han Wang, Xiaochen Li, Zhan Qin, and Yuan Hong. "DPI: Ensuring Strict Differential Privacy for Infinite Data Streaming." In Proceedings of the 45th IEEE Symposium on Security and Privacy (S&P). [Acceptance Rate in Cycle 2: 83/558=14.9%, *Equal Contributions]
  • Wang, Han, Jayashree Sharma, Shuya Feng, Kai Shu, and Yuan Hong. "A Model-Agnostic Approach to Differentially Private Topic Mining." In In Proceedings of the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'22). 2022.
  • Feng, Shuya, Jia He, and Maggie Cheng. "Security Analysis of Block Withholding Attacks in Blockchain," presented at ICC 2021 - IEEE International Conference on Communications, Montreal, QC, Canada, 2021, pp. 1-6, doi: 10.1109/ICC42927.2021.9500630.
  • Contact me

    Shuya.feng AT uconn.edu