The stable signature: Rooting watermarks in latent diffusion models

P Fernandez, G Couairon, H Jégou… - Proceedings of the …, 2023 - openaccess.thecvf.com
Generative image modeling enables a wide range of applications but raises ethical
concerns about responsible deployment. This paper introduces an active strategy combining …

Principles of Designing Robust Remote Face Anti-Spoofing Systems

X Xu, T Zhao, Z Zhang, Z Li, J Wu, A Achille… - arXiv preprint arXiv …, 2024 - arxiv.org
Protecting digital identities of human face from various attack vectors is paramount, and face
anti-spoofing plays a crucial role in this endeavor. Current approaches primarily focus on …

Very Simple Membership Inference and Synthetic Identification in Denoising Diffusion Models

B Qu - 2024 - ir.vanderbilt.edu
Generative models represent a cornerstone in the field of machine learning, tasked with
synthesizing data that mimics the distribution of real-world examples. Among these models …