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adversarial purification

24 papers

Papers

Universal Adversarial Purification with DDIM Metric Loss for Stable Diffusion AAAI 2026 ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification ICLR 2025 Adversarial Purification via Super-Resolution and Diffusion ICCV 2025 Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification CVPR 2025 Instant Adversarial Purification with Adversarial Consistency Distillation CVPR 2025 LoRID: Low-Rank Iterative Diffusion for Adversarial Purification AAAI 2025 NAPPure: Adversarial Purification for Robust Image Classification under Non-Additive Perturbations ICCV 2025 Pre-Trained Multiple Latent Variable Generative Models are Good Defenders Against Adversarial Attacks WACV 2025 Adversarial Purification with the Manifold Hypothesis AAAI 2024 Adversarial Training on Purification (AToP): Advancing Both Robustness and Generalization ICLR 2024 DiffHammer: Rethinking the Robustness of Diffusion-Based Adversarial Purification NeurIPS 2024 Diffusion Models Demand Contrastive Guidance for Adversarial Purification to Advance ICML 2024 Diffusion Models Meet Image Counter-Forensics WACV 2024 DualPure: An Efficient Adversarial Purification Method for Speech Command Recognition Interspeech 2024 IntensPure: Attack Intensity-aware Secondary Domain Adaptive Diffusion for Adversarial Purification IJCAI 2024 MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model CVPR 2024 Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSM CVPR 2024 Textual-Driven Adversarial Purification for Speaker Verification Interspeech 2024 Defending against Adversarial Audio via Diffusion Model ICLR 2023 Robust Evaluation of Diffusion-Based Adversarial Purification ICCV 2023 Text Adversarial Purification as Defense against Adversarial Attacks ACL 2023 Diffusion Models for Adversarial Purification ICML 2022 Adversarial Purification with Score-based Generative Models ICML 2021 Online Adversarial Purification based on Self-supervised Learning ICLR 2021