Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness
Published in The Thirty-Eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024
This work introduces consistency purification, a novel approach that significantly improves both the effectiveness and efficiency of diffusion-based purification for certified robustness.
*Equal contribution
Recommended citation: Yiquan Li*, Zhongzhu Chen*, Kun Jin*, Jiongxiao Wang*, Jiachen Lei, Bo Li, Chaowei Xiao. (2024). "Consistency Purification: Effective and Efficient Diffusion Purification towards Certified Robustness." NeurIPS 2024.
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