Research Interests

My current research interests lie in privacy-preserving technologies for data analysis and machine learning. In particular, I am interested in differential privacy and new privacy metrics/models.

I have been working on the following topics (some papers span multiple topics):

• Differential Privacy (DP)

  • Graph DP [ICDE24] [CCS22] [USENIX Security22] [USENIX Security21]

  • Local DP [USENIX Security22] [USENIX Security21] [PETS18]

  • Shuffle DP [CCS22]

  • Variants/Extensions of DP [ESORICS21] [ESORICS19] [USENIX Security19]

• Others

  • Security and Privacy in Machine Learning [PETS20]

  • Location Privacy [PETS21] [PETS17] [TIFS17] [TIFS16]

  • Location Trace Anonymization Contest [PETS23]

  • Security and Privacy in Biometrics [Information Fusion16] [TIFS14]

Please see Pulications for more details.