| On 1/n neural representation and robustness | Dec 8, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Overcomplete Representations Against Adversarial Videos | Dec 8, 2020 | Adversarial RobustnessDecoder | CodeCode Available | 0 |
| Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness in Object Detection | Dec 8, 2020 | 2D Object DetectionAdversarial Attack | CodeCode Available | 1 |
| Evaluating adversarial robustness in simulated cerebellum | Dec 5, 2020 | Adversarial Robustness | —Unverified | 0 |
| Unsupervised Adversarially-Robust Representation Learning on Graphs | Dec 4, 2020 | Adversarial RobustnessCommunity Detection | —Unverified | 0 |
| FAT: Federated Adversarial Training | Dec 3, 2020 | Adversarial RobustnessFederated Learning | —Unverified | 0 |
| Interpretable Graph Capsule Networks for Object Recognition | Dec 3, 2020 | Adversarial RobustnessObject | —Unverified | 0 |
| Stochastic Gradient Descent with Nonlinear Conjugate Gradient-Style Adaptive Momentum | Dec 3, 2020 | Adversarial Robustness | —Unverified | 0 |
| How Robust are Randomized Smoothing based Defenses to Data Poisoning? | Dec 2, 2020 | Adversarial RobustnessBilevel Optimization | —Unverified | 0 |
| Adversarial Robustness Across Representation Spaces | Dec 1, 2020 | Adversarial Robustnessimage-classification | —Unverified | 0 |
| Fast Adversarial Robustness Certification of Nearest Prototype Classifiers for Arbitrary Seminorms | Dec 1, 2020 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| On the Trade-off between Adversarial and Backdoor Robustness | Dec 1, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Robust and Private Learning of Halfspaces | Nov 30, 2020 | Adversarial Robustness | —Unverified | 0 |
| Architectural Adversarial Robustness: The Case for Deep Pursuit | Nov 29, 2020 | Adversarial Robustnessglobal-optimization | —Unverified | 0 |
| Incorporating Hidden Layer representation into Adversarial Attacks and Defences | Nov 28, 2020 | Adversarial Robustness | —Unverified | 0 |
| A Study on the Uncertainty of Convolutional Layers in Deep Neural Networks | Nov 27, 2020 | Adversarial Robustness | —Unverified | 0 |
| Regularization with Latent Space Virtual Adversarial Training | Nov 26, 2020 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Exposing the Robustness and Vulnerability of Hybrid 8T-6T SRAM Memory Architectures to Adversarial Attacks in Deep Neural Networks | Nov 26, 2020 | Adversarial Robustness | —Unverified | 0 |
| aw_nas: A Modularized and Extensible NAS framework | Nov 25, 2020 | Adversarial RobustnessNeural Architecture Search | —Unverified | 0 |
| On Adversarial Robustness of 3D Point Cloud Classification under Adaptive Attacks | Nov 24, 2020 | 3D Point Cloud ClassificationAdversarial Robustness | —Unverified | 0 |
| A More Biologically Plausible Local Learning Rule for ANNs | Nov 24, 2020 | Adversarial RobustnessBinary Classification | —Unverified | 0 |
| A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in Federated Learning | Nov 20, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Examples for k-Nearest Neighbor Classifiers Based on Higher-Order Voronoi Diagrams | Nov 19, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Effective, Efficient and Robust Neural Architecture Search | Nov 19, 2020 | Adversarial RobustnessNeural Architecture Search | —Unverified | 0 |
| An Experimental Study of Semantic Continuity for Deep Learning Models | Nov 19, 2020 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Contextual Fusion For Adversarial Robustness | Nov 18, 2020 | Adversarial Robustness | —Unverified | 0 |
| Robustified Domain Adaptation | Nov 18, 2020 | Adversarial RobustnessDomain Adaptation | —Unverified | 0 |
| SHIELD: Defending Textual Neural Networks against Multiple Black-Box Adversarial Attacks with Stochastic Multi-Expert Patcher | Nov 17, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Probing Predictions on OOD Images via Nearest Categories | Nov 17, 2020 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |
| Towards Understanding the Regularization of Adversarial Robustness on Neural Networks | Nov 15, 2020 | Adversarial Robustness | —Unverified | 0 |
| Adversarial Image Color Transformations in Explicit Color Filter Space | Nov 12, 2020 | Adversarial Robustness | CodeCode Available | 1 |
| Bridging the Performance Gap between FGSM and PGD Adversarial Training | Nov 7, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Recent Advances in Understanding Adversarial Robustness of Deep Neural Networks | Nov 3, 2020 | Adversarial Robustness | —Unverified | 0 |
| Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification | Oct 29, 2020 | Adversarial RobustnessGeneral Classification | —Unverified | 0 |
| Robust Pre-Training by Adversarial Contrastive Learning | Oct 26, 2020 | Adversarial RobustnessContrastive Learning | CodeCode Available | 1 |
| Robustness May Be at Odds with Fairness: An Empirical Study on Class-wise Accuracy | Oct 26, 2020 | Adversarial RobustnessAutonomous Driving | —Unverified | 0 |
| Towards Robust Neural Networks via Orthogonal Diversity | Oct 23, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Adversarial Robustness of Supervised Sparse Coding | Oct 22, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| On the Adversarial Robustness of LASSO Based Feature Selection | Oct 20, 2020 | Adversarial Robustnessfeature selection | —Unverified | 0 |
| A case for new neural networks smoothness constraints | Oct 19, 2020 | Adversarial RobustnessInductive Bias | —Unverified | 0 |
| RobustBench: a standardized adversarial robustness benchmark | Oct 19, 2020 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| Optimism in the Face of Adversity: Understanding and Improving Deep Learning through Adversarial Robustness | Oct 19, 2020 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| FADER: Fast Adversarial Example Rejection | Oct 18, 2020 | Adversarial Robustness | —Unverified | 0 |
| Weight-Covariance Alignment for Adversarially Robust Neural Networks | Oct 17, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| An Analysis of Robustness of Non-Lipschitz Networks | Oct 13, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| FaiR-N: Fair and Robust Neural Networks for Structured Data | Oct 13, 2020 | Adversarial RobustnessAttribute | CodeCode Available | 0 |
| Shape-Texture Debiased Neural Network Training | Oct 12, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| The Intrinsic Dimension of Images and Its Impact on Learning | Oct 10, 2020 | Adversarial Robustness | —Unverified | 0 |
| Quantifying Adversarial Sensitivity of a Model as a Function of the Image Distribution | Oct 9, 2020 | Adversarial RobustnessObject Recognition | —Unverified | 0 |
| Improve Adversarial Robustness via Weight Penalization on Classification Layer | Oct 8, 2020 | Adversarial RobustnessClassification | —Unverified | 0 |
