Vincent Bindschaedler
Associate Professor, Department of Computer & Information Science & Engineering, University of Florida.
I am an Associate Professor at the University of Florida. My research focuses on trustworthy machine learning and data privacy.
Selected publications
Browse all publicationsDeep Learning with Plausible Deniability
NeurIPS
Provably Secure Covert Messaging Using Image-based Diffusion Processes
SatML
R+R: Towards Reliable and Generalizable Differentially Private Machine Learning
ACSAC
Leveraging Generative Models for Covert Messaging: Challenges and Tradeoffs for "Dead-Drop" Deployments
CODASPY
DP-Mix: Mixup-based Data Augmentation for Differentially Private Learning
NeurIPS
SoK: Memorization in General-Purpose Large Language Models
arXiv