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cs.CV2026
SAMP: Self-Adaptive Margin Prioritization For Robust Diffusion Watermarking
Yuhao Xue, Jiuan Zhou, Yu Cheng +1
Diffusion models have made high-fidelity visual generation widely accessible, while also lowering the barrier to producing convincing visual forgeries and complicating content prov…
cs.CV2026
Face-D(^2)CL: Multi-Domain Synergistic Representation with Dual Continual Learning for Facial DeepFake Detection
Yushuo Zhang, Yu Cheng, Yongkang Hu +3
Facial forgery techniques are advancing rapidly, posing severe threats to public trust and information security while imposing higher demands on the continual adaptation of DeepFak…