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Linfang Shang

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Conference Aug 2026

HiDD-Net: a hierarchical dual-domain distillation network for efficient deepfake detection

HiDD-Net is proposed, a hierarchical dual-domain distillation framework that combines a teacher network that integrates multi-granularity spatial views via a cross-attention mechanism to explicitly align fine-grained anomalies with global context, and a compact student model that achieves a competitive cross-dataset average AUC.

Linfang Shang, Longfei Zhang, Tongfei Yuan · 0 citations

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