Adversarial Learning

Vaccinating SER to Neutralize Adversarial Attacks with Self-Supervised Augmentation Strategy Interspeech 2022 ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022 Vehicle Trajectory Prediction Works, but Not Everywhere CVPR 2022 Video-based Computer-aided Laparoscopic Bleeding Management: a Space-time Memory Neural Network with Positional Encoding and Adversarial Domain Adaptation MIDL 2022 ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints NeurIPS 2022 ViTGAN: Training GANs with Vision Transformers ICLR 2022 VoiceBlock: Privacy through Real-Time Adversarial Attacks with Audio-to-Audio Models NeurIPS 2022 WarpingGAN: Warping Multiple Uniform Priors for Adversarial 3D Point Cloud Generation CVPR 2022 Weight Perturbation as Defense against Adversarial Word Substitutions EMNLP 2022 What Can the Neural Tangent Kernel Tell Us About Adversarial Robustness? NeurIPS 2022 When Are Linear Stochastic Bandits Attackable? ICML 2022 When Does Group Invariant Learning Survive Spurious Correlations? NeurIPS 2022 Where to Attack: A Dynamic Locator Model for Backdoor Attack in Text Classifications COLING 2022 Why Do Artificially Generated Data Help Adversarial Robustness NeurIPS 2022 Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP EMNLP 2022 With False Friends Like These, Who Can Notice Mistakes? AAAI 2022 Word Level Robustness Enhancement: Fight Perturbation with Perturbation AAAI 2022 XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract) AAAI 2022 Your Out-of-Distribution Detection Method is Not Robust! NeurIPS 2022 Zero-Query Transfer Attacks on Context-Aware Object Detectors CVPR 2022 Zeroth-Order Methods for Convex-Concave Min-max Problems: Applications to Decision-Dependent Risk Minimization AISTATS 2022 ZhichunRoad at SemEval-2022 Task 2: Adversarial Training and Contrastive Learning for Multiword Representations SemEval 2022 3D Dense Geometry-Guided Facial Expression Synthesis by Adversarial Learning WACV 2021 A Backdoor Attack Against 3D Point Cloud Classifiers ICCV 2021 A Bayes-Optimal View on Adversarial Examples JMLR 2021