Adversarial Learning

Exploring Adversarial Robustness of Multi-sensor Perception Systems in Self Driving CoRL 2021 Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks NeurIPS 2021 Exploring Targeted Universal Adversarial Perturbations to End-to-End ASR Models Interspeech 2021 Exponential Separation between Two Learning Models and Adversarial Robustness NeurIPS 2021 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021 FaceSec: A Fine-Grained Robustness Evaluation Framework for Face Recognition Systems CVPR 2021 Facial Emotion Recognition With Noisy Multi-Task Annotations WACV 2021 Fair Classification with Adversarial Perturbations NeurIPS 2021 Fairness-aware News Recommendation with Decomposed Adversarial Learning AAAI 2021 Fairness of Exposure in Stochastic Bandits ICML 2021 FAME: Feature-Based Adversarial Meta-Embeddings for Robust Input Representations EMNLP 2021 Fast Algorithms for Stackelberg Prediction Game with Least Squares Loss ICML 2021 Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021 Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints NeurIPS 2021 Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021 f-Domain Adversarial Learning: Theory and Algorithms ICML 2021 Feature Importance-Aware Transferable Adversarial Attacks ICCV 2021 Feature Space Targeted Attacks by Statistic Alignment IJCAI 2021 Fine-Grained Style Modeling, Transfer and Prediction in Text-to-Speech Synthesis via Phone-Level Content-Style Disentanglement Interspeech 2021 First-order Convergence Theory for Weakly-Convex-Weakly-Concave Min-max Problems JMLR 2021 Fooling LiDAR Perception via Adversarial Trajectory Perturbation ICCV 2021 Fool Me Twice: Entailment from Wikipedia Gamification NAACL 2021 Formalizing Generalization and Adversarial Robustness of Neural Networks to Weight Perturbations NeurIPS 2021 Frequency-Guided Word Substitutions for Detecting Textual Adversarial Examples EACL 2021 Functional Space Analysis of Local GAN Convergence ICML 2021