Chuan Guo

A new approach to image representation with differential privacy through captioning.

New mechanisms enhance privacy while preserving data utility in machine learning.

New methods safeguard personal data in image generation.

GSD improves 3D object creation from single images with enhanced accuracy.

Examining feature inversion in deep learning and its implications for privacy.

AdvPrefix improves how we interact with language models, making them more effective.