Yvonne Zhou is a PhD student in Computer Science at the University of Maryland. Her research focuses on privacy-preserving and secure machine learning, with an emphasis on applying cryptographic and privacy-preserving techniques such as Fully Homomorphic Encryption (FHE) and Differential Privacy (DP) to improve the privacy, efficiency, and utility of machine learning.