Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time

Xiaoxuan Han; Songlin Yang; Wei Wang; Yang Li; Jing Dong

2025 ICML ICML 2025

Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Computer Vision

Authors

Xiaoxuan Han, Songlin Yang, Wei Wang, Yang Li, Jing Dong

Topics

Machine Learning > Core Methods > Regression Deep Learning > Models > Diffusion Models Computer Vision > Generation > Image Generation

Keywords

adversarial robustness model utility inference time anisotropic noise median smoothing token-wise

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