Adversarial Learning

Can Adversarial Training Be Manipulated By Non-Robust Features? NeurIPS 2022 Can You Spot the Chameleon? Adversarially Camouflaging Images From Co-Salient Object Detection CVPR 2022 CerDEQ: Certifiable Deep Equilibrium Model ICML 2022 Certified Adversarial Robustness Under the Bounded Support Set ICML 2022 Certified Patch Robustness via Smoothed Vision Transformers CVPR 2022 Certified Robustness Against Natural Language Attacks by Causal Intervention ICML 2022 Certified Robustness via Randomized Smoothing over Multiplicative Parameters of Input Transformations IJCAI 2022 Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution EMNLP 2022 CLPA: Clean-Label Poisoning Availability Attacks Using Generative Adversarial Nets AAAI 2022 Combating Adversaries with Anti-adversaries AAAI 2022 Complex Backdoor Detection by Symmetric Feature Differencing CVPR 2022 Consistency Regularization for Adversarial Robustness AAAI 2022 Constrained Gradient Descent: A Powerful and Principled Evasion Attack Against Neural Networks ICML 2022 Constructing Highly Inductive Contexts for Dialogue Safety through Controllable Reverse Generation EMNLP 2022 Context-Aware Transfer Attacks for Object Detection AAAI 2022 CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing ICLR 2022 Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022 Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022 Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022 Decoupled Adaptation for Cross-Domain Object Detection ICLR 2022 DeepFake Disrupter: The Detector of DeepFake Is My Friend CVPR 2022 DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022 Defending Against Adversarial Attacks via Neural Dynamic System NeurIPS 2022 Defensive Patches for Robust Recognition in the Physical World CVPR 2022 DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022