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Adversarial Learning

1235 directly classified papers

Papers per year

Papers

Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022
Towards Efficient Data Free Black-Box Adversarial Attack CVPR 2022
DTA: Physical Camouflage Attacks Using Differentiable Transformation Network CVPR 2022
Shape-Invariant 3D Adversarial Point Clouds 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
Segment and Complete: Defending Object Detectors Against Adversarial Patch Attacks With Robust Patch Detection CVPR 2022
Adversarial Eigen Attack on Black-Box Models CVPR 2022
Towards Understanding Adversarial Robustness of Optical Flow Networks CVPR 2022
Frequency-Driven Imperceptible Adversarial Attack on Semantic Similarity CVPR 2022
Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022
Exploring Effective Data for Surrogate Training Towards Black-Box Attack CVPR 2022
Shadows Can Be Dangerous: Stealthy and Effective Physical-World Adversarial Attack by Natural Phenomenon CVPR 2022
Reusing the Task-Specific Classifier as a Discriminator: Discriminator-Free Adversarial Domain Adaptation CVPR 2022
Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles CVPR 2022
Leveraging Adversarial Examples To Quantify Membership Information Leakage CVPR 2022
Stereoscopic Universal Perturbations Across Different Architectures and Datasets CVPR 2022
Robustness and Accuracy Could Be Reconcilable by (Proper) Definition ICML 2022
Diffusion Models for Adversarial Purification ICML 2022
Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022
CerDEQ: Certifiable Deep Equilibrium Model ICML 2022
Query-Efficient and Scalable Black-Box Adversarial Attacks on Discrete Sequential Data via Bayesian Optimization ICML 2022
Certified Adversarial Robustness Under the Bounded Support Set ICML 2022
Generating Distributional Adversarial Examples to Evade Statistical Detectors ICML 2022