SOTAVerified

Adversarial Purification

A class of adversarial defense methods that remove adversarial perturbations using a generative model.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 26–50 of 65 papers

TitleStatusHype
Robust Overfitting Does Matter: Test-Time Adversarial Purification With FGSMCode0
VideoPure: Diffusion-based Adversarial Purification for Video RecognitionCode0
Adversarial Purification for Data-Driven Power System Event Classifiers with Diffusion Models—0
Divide and Conquer: Heterogeneous Noise Integration for Diffusion-based Adversarial Purification—0
Fighting Fire with Fire (F3): A Training-free and Efficient Visual Adversarial Example Purification Method in LVLMs—0
Adversarial Purification by Consistency-aware Latent Space Optimization on Data Manifolds—0
Gradient-Free Adversarial Purification with Diffusion Models—0
Adversarial Purification and Fine-tuning for Robust UDC Image Restoration—0
Guided Diffusion Model for Adversarial Purification from Random Noise—0
Adversarial Purification with the Manifold Hypothesis—0
How Do Diffusion Models Improve Adversarial Robustness?—0
Improving Adversarial Robustness for 3D Point Cloud Recognition at Test-Time through Purified Self-Training—0
Instant Adversarial Purification with Adversarial Consistency Distillation—0
Advancing Adversarial Robustness Through Adversarial Logit Update—0
Large Language Model Sentinel: LLM Agent for Adversarial Purification—0
Towards Adversarial Purification using Denoising AutoEncoders—0
LoRID: Low-Rank Iterative Diffusion for Adversarial Purification—0
Adversarially Robust Industrial Anomaly Detection Through Diffusion Model—0
MimicDiffusion: Purifying Adversarial Perturbation via Mimicking Clean Diffusion Model—0
Model-Free Adversarial Purification via Coarse-To-Fine Tensor Network Representation—0
MsMemoryGAN: A Multi-scale Memory GAN for Palm-vein Adversarial Purification—0
Online Adversarial Purification based on Self-supervised Learning—0
Online Adversarial Purification based on Self-Supervision—0
Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective—0
Towards more transferable adversarial attack in black-box manner—0
Show:102550
← PrevPage 2 of 3Next →

No leaderboard results yet.