2 papers
cs.CR2026
Lossless Copyright Protection via Intrinsic Model Fingerprinting
Lingxiao Chen, Liqin Wang, Wei Lu +1
The exceptional performance of diffusion models establishes them as high-value intellectual property but exposes them to unauthorized replication. Existing protection methods eithe…
cs.CV2025
StyleSentinel: Reliable Artistic Copyright Verification via Stylistic Fingerprints
Lingxiao Chen, Liqin Wang, Wei Lu
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…