Huan Teng

2 accepted papers

2025

Fingerprinting Denoising Diffusion Probabilistic Models

Huan Teng, Yuhui Quan, Chengyu Wang, Jun Huang, Hui Ji

CVPR 2025poster

Diffusion models, especially denoising diffusion probabilistic models (DDPMs), are prevalent tools in generative AI, making their intellectual property (IP) protection increasingly important. Most existing IP protection methods for DDPMs are invasive, e.g., model watermarking, which alter model para…

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2023

Fingerprinting Deep Image Restoration Models

Yuhui Quan, Huan Teng, Ruotao Xu, Jun Huang, Hui Ji

ICCV 2023poster

Fingerprinting is a promising non-invasive method for protecting the intellectual property rights (IPR) of deep neural network (DNN) models. It extracts a feature called a fingerprint from a DNN model to identify its ownership. Existing fingerprinting methods focus only on classification-related mod…

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