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Sun Yat-sen University
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NullEdit achieves a remarkable 0.813 reduction in EditReward IF scores, effectively neutralizing harmful image edits without compromising the visual quality or identity of the original image.
I2VShield disrupts DiT-based image-to-video models with minimal computational cost, achieving high protection performance without the need for extensive GPU resources.