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Adversarial Learning

4,854 papers

Papers per year

Papers

Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free CVPR 2022
Localized Adversarial Domain Generalization CVPR 2022
ART-Point: Improving Rotation Robustness of Point Cloud Classifiers via Adversarial Rotation CVPR 2022
360-Attack: Distortion-Aware Perturbations From Perspective-Views CVPR 2022
Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022
Look Closer To Supervise Better: One-Shot Font Generation via Component-Based Discriminator CVPR 2022
A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022
Robust Combination of Distributed Gradients Under Adversarial Perturbations CVPR 2022
Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022
Understanding and Increasing Efficiency of Frank-Wolfe Adversarial Training CVPR 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022
Adversarial Texture for Fooling Person Detectors in the Physical World CVPR 2022
Dual-Key Multimodal Backdoors for Visual Question Answering CVPR 2022
Zero-Query Transfer Attacks on Context-Aware Object Detectors CVPR 2022
DTA: Physical Camouflage Attacks Using Differentiable Transformation Network CVPR 2022
Merry Go Round: Rotate a Frame and Fool a DNN CVPR 2022
Think Twice Before Detecting GAN-Generated Fake Images From Their Spectral Domain Imprints CVPR 2022
Shape-Invariant 3D Adversarial Point Clouds CVPR 2022
LAS-AT: Adversarial Training With Learnable Attack Strategy CVPR 2022
DST: Dynamic Substitute Training for Data-Free Black-Box Attack CVPR 2022
BppAttack: Stealthy and Efficient Trojan Attacks Against Deep Neural Networks via Image Quantization and Contrastive Adversarial Learning CVPR 2022
Pyramid Adversarial Training Improves ViT Performance CVPR 2022
Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation CVPR 2022
WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation CVPR 2022
Adversarial Eigen Attack on Black-Box Models CVPR 2022