Wenxuan Bao

About Me

Hello, my name is Wenxuan Bao (包文轩). I am a third-year PhD student in CISE Department at University of Florida I am in the Florida Institute for Cybersecurity Research (FICS) and my advisor is Dr. Vincent Bindschaedler.

Research Interests

Machine Learning Security, Differential Privacy, and Adversarial Machine Learning.

Publications

• R+R: Towards Reliable and Generalizable Differentially Private Machine Learning.

  Wenxuan Bao and Vincent Bindschaedler

  ACSAC, 2024.

• DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning.

  Wenxuan Bao, Francesco Pittaluga, Vijay Kumar B G, and Vincent Bindschaedler

  NeurIPS, 2023.

• On the Importance of Architecture and Feature Selection in Differentially Private Machine Learning.

  Wenxuan Bao, Luke A. Bauer, and Vincent Bindschaedler

  arXiv, 2022.