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20242026
most citedAn Efficient Watermarking Method for Latent Diffusion Models via Low-Rank Adaptation and Dynamic Loss Weighting

2 citations · 2 across the 8 of their papers we have counts for

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cs.CV2025

Beyond Inference Intervention: Identity-Decoupled Diffusion for Face Anonymization

Haoxin Yang, Yihong Lin, Jingdan Kang +4

Face anonymization aims to conceal identity information while preserving non-identity attributes. Mainstream diffusion models rely on inference-time interventions such as negative…

cs.CR2025

Towards Imperceptible Adversarial Defense: A Gradient-Driven Shield against Facial Manipulations

Yue Li, Linying Xue, Dongdong Lin +3

With the flourishing prosperity of generative models, manipulated facial images have become increasingly accessible, raising concerns regarding privacy infringement and societal tr…

cs.CR2025

SOLIDO: A Robust Watermarking Method for Speech Synthesis via Low-Rank Adaptation

Yue Li, Weizhi Liu, Dongdong Lin

The accelerated advancement of speech generative models has given rise to security issues, including model infringement and unauthorized abuse of content. Although existing generat…

cs.MM2025

TriniMark: A Robust Generative Speech Watermarking Method for Trinity-Level Traceability

Yue Li, Weizhi Liu, Kaiqing Lin +2

Diffusion-based speech generation has achieved remarkable fidelity, increasing the risk of misuse and unauthorized redistribution. However, most existing generative speech watermar…

cs.CR2025

Protecting Your Voice: Temporal-aware Robust Watermarking

Yue Li, Weizhi Liu, Dongdong Lin +2

The rapid advancement of generative models has led to the synthesis of real-fake ambiguous voices. To erase the ambiguity, embedding watermarks into the frequency-domain features o…