AAAI 2026technical0 citations
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints
Lingxiao Chen, Liqin Wang, Wei Lu
Abstract
The versatility of diffusion models in generating customized images has led to unauthorized usage of personal artwork, which poses a significant threat to the intellectual property of artists. Existing approaches relying on embedding additional information, such as perturbations, watermarks, and backdoors, suffer from limited defensive capabilities and fail to protect artwork published online. In this paper, we propose StyleSentinel, an approach for copyright protection of artwork by verifying an inherent stylistic fingerprint in the artist
BibTeX
@inproceedings{aaai2026_stylesentinelrel,
title = {StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints},
author = {Lingxiao Chen and Liqin Wang and Wei Lu},
booktitle = {AAAI 2026},
year = {2026}
}