Adversarial Learning

Weakly Supervised Semantic Segmentation via Adversarial Learning of Classifier and Reconstructor CVPR 2023 What can Discriminator do? Towards Box-free Ownership Verification of Generative Adversarial Networks ICCV 2023 What Distributions are Robust to Indiscriminate Poisoning Attacks for Linear Learners? NeurIPS 2023 What Is Missing in IRM Training and Evaluation? Challenges and Solutions ICLR 2023 When Neural Networks Fail to Generalize? A Model Sensitivity Perspective AAAI 2023 Which Models have Perceptually-Aligned Gradients? An Explanation via Off-Manifold Robustness NeurIPS 2023 White-Box Multi-Objective Adversarial Attack on Dialogue Generation ACL 2023 Why adversarial training can hurt robust accuracy ICLR 2023 You Are Catching My Attention: Are Vision Transformers Bad Learners Under Backdoor Attacks? CVPR 2023 360-Attack: Distortion-Aware Perturbations From Perspective-Views CVPR 2022 A2: Efficient Automated Attacker for Boosting Adversarial Training NeurIPS 2022 A Branch and Bound Framework for Stronger Adversarial Attacks of ReLU Networks ICML 2022 Accelerating Certified Robustness Training via Knowledge Transfer NeurIPS 2022 A Characterization of Semi-Supervised Adversarially Robust PAC Learnability NeurIPS 2022 A Closer Look at the Adversarial Robustness of Deep Equilibrium Models NeurIPS 2022 A Comprehensive Study of Image Classification Model Sensitivity to Foregrounds, Backgrounds, and Visual Attributes CVPR 2022 Adaptive Bandit Convex Optimization with Heterogeneous Curvature COLT 2022 AdaptPose: Cross-Dataset Adaptation for 3D Human Pose Estimation by Learnable Motion Generation CVPR 2022 AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems ICML 2022 ADC: Adversarial Attacks Against Object Detection That Evade Context Consistency Checks WACV 2022 ADDMU: Detection of Far-Boundary Adversarial Examples with Data and Model Uncertainty Estimation EMNLP 2022 Adv-Attribute: Inconspicuous and Transferable Adversarial Attack on Face Recognition NeurIPS 2022 Adversarial and Sequential Training for Cross-lingual Prosody Transfer TTS Interspeech 2022 Adversarial Attack and Defense for Non-Parametric Two-Sample Tests ICML 2022 Adversarial Attack for Asynchronous Event-Based Data AAAI 2022