8 citations · 11 across the 3 of their papers we have counts for
3 papers
Privacy Threats in Stable Diffusion Models
Thomas Cilloni, Charles Fleming, Charles Walter
This paper introduces a novel approach to membership inference attacks (MIA) targeting stable diffusion computer vision models, specifically focusing on the highly sophisticated St…
Focused Adversarial Attacks
Thomas Cilloni, Charles Walter, Charles Fleming
Recent advances in machine learning show that neural models are vulnerable to minimally perturbed inputs, or adversarial examples. Adversarial algorithms are optimization problems…
Ulixes: Facial Recognition Privacy with Adversarial Machine Learning
Thomas Cilloni, Wei Wang, Charles Walter +1
Facial recognition tools are becoming exceptionally accurate in identifying people from images. However, this comes at the cost of privacy for users of online services with photo m…