Research Interests

(Local) Differential Privacy

Machine Learning Privacy

Secure Multiparty Computation

Data and Optimization

WHAT I DID

MY EXPERIENCE

  • 2018.1~Present
  • 2014.9~2017.5
  • 2010.9~2014.6

  • Illinois Institute of Technology

    Ph.D. candidate in the computer science department at IIT.

  • Huazhong University of Science and Technology

    I got my master degree of Software Engineering in Optical and Electronic Information department.

  • Wuhan Institute of Technology

    I got my bachelor degree of Electrical Engineering at Wuhan Institute of Technology.

Selected Publications


  • Han Wang, Jayashree Sharma, Shuya Feng, Kai Shu and Yuan Hong, A Model-Agnostic Approach to Differentially Private Topic Mining, in Proceedings of the 28th SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Washington D.C., August 14-18, 2022. [Acceptance Rate: 254/1695=14.99%]

  • Shangyu Xie, Han Wang, Yu Kong and Yuan Hong, Universal 3-Dimensional Perturbations for Blackbox Attacks on Video Recognition Systems, in Proceedings of the 43rd IEEE Symposium on Security and Privacy (Oakland), San Francisco, California, USA, May 22-26, 2022. [Acceptance Rate: 147/1006=14.6%]

  • Shangyu xie, Meisam Mohammady, Han Wang, Lingyu Wang, Jaideep Vaidya and Yuan Hong, A Generalized Framework for Preserving Both Privacy and Utility in Data Outsourcing, IEEE Transactions on Knowledge and Data Engineering (TKDE'21). [Impact Factor: 6.977]

  • Bingyu Liu, Shangyu Xie, Han Wang, Yuan Hong, Xuegang Ban and Meisam Mohammady, VTDP: Privately Sanitizing Fine-grained Vehicle Trajectory Data with Boosted Utility, IEEE Transactions on Dependable and Secure Computing (TDSC), Vol. 18(6), pp. 2643-2657, 2021. [Impact Factor: 7.329]

  • Han Wang, Shangyu Xie and Yuan Hong, VideoDP: A Flexible Platform for Video Analytics with Differential Privacy, in Proceedings of the 20th Privacy Enhancing Technologies Symposium (PoPETs'20), Montreal, Canada, July 14-18, 2020.

  • Han Wang, Yuan Hong, Yu Kong and Jaideep Vaidya, Publishing Video Data with Indistinguishable Objects, in Proceedings of the 23rd International Conference on Extending Database Technology (EDBT'20), Copenhagen, Denmark, March 30-April 2, 2020, pp. 323-334. [Acceptance Rate: 31/151=20.5%]

  • Shangyu Xie, Han Wang, Yuan Hong and My Thai, Privacy Preserving Distributed Energy Trading, in Proceedings of the 40th International Conference on Distributed Computing Systems (ICDCS'20), Singapore, July 8-10, 2020.

  • Yuan Hong, Han Wang, Shangyu Xie and Bingyu Liu, Privacy preserving and collusion resistant energy sharing, 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Alberta, Canada, April 15-20, 2018, pp. 6941-6945.