← Search

Zihang Zou

2 accepted papers

2025

Attention to Neural Plagiarism: Diffusion Models Can Plagiarize Your Copyrighted Images!

ICCV 2025poster

In this paper, we highlight a critical threat posed by emerging neural models--data plagiarism. We demonstrate how modern neural models (e.g., diffusion models) can effortlessly replicate copyrighted images, even when protected by advanced watermarking techniques. To expose the vulnerability in copy…

2022

Anti-Neuron Watermarking: Protecting Personal Data against Unauthorized Neural Networks

ECCV 2022poster

"We study protecting a user’s data (e.g., images in this work) against a learner’s unauthorized use in training neural networks. It is especially challenging when the user’s data is only a tiny percentage of the learner’s complete training set. We revisit the traditional watermarking under modern de…