adversarial robustness

Do Input Gradients Highlight Discriminative Features? NeurIPS 2021 Double-Win Quant: Aggressively Winning Robustness of Quantized Deep Neural Networks via Random Precision Training and Inference ICML 2021 Do Wider Neural Networks Really Help Adversarial Robustness? NeurIPS 2021 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NeurIPS 2021 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021 Effective and Efficient Vote Attack on Capsule Networks ICLR 2021 Efficient Certification of Spatial Robustness AAAI 2021 Efficient Training of Robust Decision Trees Against Adversarial Examples ICML 2021 Elastic Graph Neural Networks ICML 2021 Enhancing Robustness of Neural Networks through Fourier Stabilization ICML 2021 Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021 Evaluating Neural Model Robustness for Machine Comprehension EACL 2021 Evaluating Robustness of Predictive Uncertainty Estimation: Are Dirichlet-based Models Reliable? ICML 2021 Evaluating the Robustness of Neural Language Models to Input Perturbations EMNLP 2021 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 Robustness of Unsupervised Domain Adaptation in Semantic Segmentation ICCV 2021 Exponential Separation between Two Learning Models and Adversarial Robustness NeurIPS 2021 FaceSec: A Fine-Grained Robustness Evaluation Framework for Face Recognition Systems CVPR 2021 Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients AAAI 2021 Fast Certified Robust Training with Short Warmup NeurIPS 2021 Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints NeurIPS 2021 Fast Training of Provably Robust Neural Networks by SingleProp AAAI 2021 Federated f-Differential Privacy AISTATS 2021 Fooling a Complete Neural Network Verifier ICLR 2021