Gradient-Free Adversarial Purification with Diffusion Models
Fuente:
arXiv
Saved in:
| Main Authors: | Dai, Xuelong, Wang, Dong, Cheng, Xiuzhen, Xiao, Bin |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Adversarial Purification and Fine-tuning for Robust UDC Image Restoration
by: Song, Zhenbo, et al.
Published: (2024)
by: Song, Zhenbo, et al.
Published: (2024)
Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024)
by: Chen, Bin, et al.
Published: (2024)
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization
by: Liu, Yujia, et al.
Published: (2024)
by: Liu, Yujia, et al.
Published: (2024)
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction
by: Safari, Mojtaba, et al.
Published: (2024)
by: Safari, Mojtaba, et al.
Published: (2024)
FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models
by: He, Feihong, et al.
Published: (2024)
by: He, Feihong, et al.
Published: (2024)
Enhancing Neural Video Compression of Static Scenes with Positive-Incentive Noise
by: Yuan, Cheng, et al.
Published: (2026)
by: Yuan, Cheng, et al.
Published: (2026)
Staged Voxel-Level Deep Reinforcement Learning for 3D Medical Image Segmentation with Noisy Annotations
by: Fu, Yuyang, et al.
Published: (2026)
by: Fu, Yuyang, et al.
Published: (2026)
OD-VAE: An Omni-dimensional Video Compressor for Improving Latent Video Diffusion Model
by: Chen, Liuhan, et al.
Published: (2024)
by: Chen, Liuhan, et al.
Published: (2024)
Angio-Diff: Learning a Self-Supervised Adversarial Diffusion Model for Angiographic Geometry Generation
by: Wang, Zhifeng, et al.
Published: (2025)
by: Wang, Zhifeng, et al.
Published: (2025)
MCAD: Multi-modal Conditioned Adversarial Diffusion Model for High-Quality PET Image Reconstruction
by: Cui, Jiaqi, et al.
Published: (2024)
by: Cui, Jiaqi, et al.
Published: (2024)
Structure Unbiased Adversarial Model for Medical Image Segmentation
by: Zhang, Tianyang, et al.
Published: (2022)
by: Zhang, Tianyang, et al.
Published: (2022)
Boosting Adversarial Transferability via High-Frequency Augmentation and Hierarchical-Gradient Fusion
by: Zheng, Yayin, et al.
Published: (2025)
by: Zheng, Yayin, et al.
Published: (2025)
Keep It Real: Challenges in Attacking Compression-Based Adversarial Purification
by: Räber, Samuel, et al.
Published: (2025)
by: Räber, Samuel, et al.
Published: (2025)
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models
by: Yu, Weikang, et al.
Published: (2023)
by: Yu, Weikang, et al.
Published: (2023)
CT Synthesis with Conditional Diffusion Models for Abdominal Lymph Node Segmentation
by: Yu, Yongrui, et al.
Published: (2024)
by: Yu, Yongrui, et al.
Published: (2024)
Zero-shot Dynamic MRI Reconstruction with Global-to-local Diffusion Model
by: Guan, Yu, et al.
Published: (2024)
by: Guan, Yu, et al.
Published: (2024)
AddSR: Accelerating Diffusion-based Blind Super-Resolution with Adversarial Diffusion Distillation
by: Xie, Rui, et al.
Published: (2024)
by: Xie, Rui, et al.
Published: (2024)
Urban Air Temperature Prediction using Conditional Diffusion Models
by: Dai, Siyang, et al.
Published: (2024)
by: Dai, Siyang, et al.
Published: (2024)
Hyperspectral Image Generation with Unmixing Guided Diffusion Model
by: Shen, Shiyu, et al.
Published: (2025)
by: Shen, Shiyu, et al.
Published: (2025)
Individual Content and Motion Dynamics Preserved Pruning for Video Diffusion Models
by: Wu, Yiming, et al.
Published: (2024)
by: Wu, Yiming, et al.
Published: (2024)
Susceptibility of Adversarial Attack on Medical Image Segmentation Models
by: Wang, Zhongxuan, et al.
Published: (2024)
by: Wang, Zhongxuan, et al.
Published: (2024)
SuperPure: Efficient Purification of Localized and Distributed Adversarial Patches via Super-Resolution GAN Models
by: Khalili, Hossein, et al.
Published: (2025)
by: Khalili, Hossein, et al.
Published: (2025)
Knowledge-guided Complex Diffusion Model for PolSAR Image Classification in Contourlet Domain
by: Shi, Junfei, et al.
Published: (2025)
by: Shi, Junfei, et al.
Published: (2025)
Ambient Denoising Diffusion Generative Adversarial Networks for Establishing Stochastic Object Models from Noisy Image Data
by: Xu, Xichen, et al.
Published: (2025)
by: Xu, Xichen, et al.
Published: (2025)
Joint Diffusion: Mutual Consistency-Driven Diffusion Model for PET-MRI Co-Reconstruction
by: Xie, Taofeng, et al.
Published: (2023)
by: Xie, Taofeng, et al.
Published: (2023)
Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
by: Guo, Pengfei, et al.
Published: (2025)
by: Guo, Pengfei, et al.
Published: (2025)
RelA-Diffusion: Relativistic Adversarial Diffusion for Multi-Tracer PET Synthesis from Multi-Sequence MRI
by: Yu, Minhui, et al.
Published: (2026)
by: Yu, Minhui, et al.
Published: (2026)
LeanVAE: An Ultra-Efficient Reconstruction VAE for Video Diffusion Models
by: Cheng, Yu, et al.
Published: (2025)
by: Cheng, Yu, et al.
Published: (2025)
FDDM: Frequency-Decomposed Diffusion Model for Rectum Cancer Dose Prediction in Radiotherapy
by: Liao, Xin, et al.
Published: (2024)
by: Liao, Xin, et al.
Published: (2024)
Accelerating Diffusion for SAR-to-Optical Image Translation via Adversarial Consistency Distillation
by: Bai, Xinyu, et al.
Published: (2024)
by: Bai, Xinyu, et al.
Published: (2024)
Similarity-aware Syncretic Latent Diffusion Model for Medical Image Translation with Representation Learning
by: Lin, Tingyi, et al.
Published: (2024)
by: Lin, Tingyi, et al.
Published: (2024)
Training-Free Condition Video Diffusion Models for single frame Spatial-Semantic Echocardiogram Synthesis
by: Nguyen, Van Phi, et al.
Published: (2024)
by: Nguyen, Van Phi, et al.
Published: (2024)
FCDM: A Physics-Guided Bidirectional Frequency Aware Convolution and Diffusion-Based Model for Sinogram Inpainting
by: E, Jiaze, et al.
Published: (2024)
by: E, Jiaze, et al.
Published: (2024)
Free-SurGS: SfM-Free 3D Gaussian Splatting for Surgical Scene Reconstruction
by: Guo, Jiaxin, et al.
Published: (2024)
by: Guo, Jiaxin, et al.
Published: (2024)
Unregistered Spectral Image Fusion: Unmixing, Adversarial Learning, and Recoverability
by: Song, Jiahui, et al.
Published: (2026)
by: Song, Jiahui, et al.
Published: (2026)
AID-DTI: Accelerating High-fidelity Diffusion Tensor Imaging with Detail-preserving Model-based Deep Learning
by: Fan, Wenxin, et al.
Published: (2024)
by: Fan, Wenxin, et al.
Published: (2024)
Contrastive-Adversarial and Diffusion: Exploring pre-training and fine-tuning strategies for sulcal identification
by: Mamalakis, Michail, et al.
Published: (2024)
by: Mamalakis, Michail, et al.
Published: (2024)
Building Bridges across Spatial and Temporal Resolutions: Reference-Based Super-Resolution via Change Priors and Conditional Diffusion Model
by: Dong, Runmin, et al.
Published: (2024)
by: Dong, Runmin, et al.
Published: (2024)
SceneTextStylizer: A Training-Free Scene Text Style Transfer Framework with Diffusion Model
by: Yuan, Honghui, et al.
Published: (2025)
by: Yuan, Honghui, et al.
Published: (2025)
ECLIPSE: Expunging Clean-label Indiscriminate Poisons via Sparse Diffusion Purification
by: Wang, Xianlong, et al.
Published: (2024)
by: Wang, Xianlong, et al.
Published: (2024)
Similar Items
-
Adversarial Purification and Fine-tuning for Robust UDC Image Restoration
by: Song, Zhenbo, et al.
Published: (2024) -
Adversarial Diffusion Compression for Real-World Image Super-Resolution
by: Chen, Bin, et al.
Published: (2024) -
Defense Against Adversarial Attacks on No-Reference Image Quality Models with Gradient Norm Regularization
by: Liu, Yujia, et al.
Published: (2024) -
Self-Supervised Adversarial Diffusion Models for Fast MRI Reconstruction
by: Safari, Mojtaba, et al.
Published: (2024) -
FreeStyle: Free Lunch for Text-guided Style Transfer using Diffusion Models
by: He, Feihong, et al.
Published: (2024)