| Bayesian Inference with Certifiable Adversarial Robustness | Feb 10, 2021 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Towards Bridging the gap between Empirical and Certified Robustness against Adversarial Examples | Feb 9, 2021 | Adversarial Robustness | —Unverified | 0 |
| Output Perturbation for Differentially Private Convex Optimization: Faster and More General | Feb 9, 2021 | Adversarial RobustnessFairness | —Unverified | 0 |
| SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation | Feb 7, 2021 | Adversarial RobustnessGraph Embedding | CodeCode Available | 0 |
| Optimal Transport as a Defense Against Adversarial Attacks | Feb 5, 2021 | Adversarial RobustnessDomain Adaptation | CodeCode Available | 0 |
| Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images | Feb 4, 2021 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Learning Diverse-Structured Networks for Adversarial Robustness | Feb 3, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Recent Advances in Adversarial Training for Adversarial Robustness | Feb 2, 2021 | Adversarial Robustness | —Unverified | 0 |
| Adversarial Learning with Cost-Sensitive Classes | Jan 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Error Diffusion Halftoning Against Adversarial Examples | Jan 23, 2021 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving | Jan 17, 2021 | Adversarial RobustnessDenoising | —Unverified | 0 |
| Mining Data Impressions from Deep Models as Substitute for the Unavailable Training Data | Jan 15, 2021 | Adversarial RobustnessContinual Learning | —Unverified | 0 |
| Adversarially Robust and Explainable Model Compression with On-Device Personalization for Text Classification | Jan 10, 2021 | Adversarial RobustnessGeneral Classification | —Unverified | 0 |
| DiPSeN: Differentially Private Self-normalizing Neural Networks For Adversarial Robustness in Federated Learning | Jan 8, 2021 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| The Effect of Prior Lipschitz Continuity on the Adversarial Robustness of Bayesian Neural Networks | Jan 7, 2021 | Adversarial RobustnessVariational Inference | —Unverified | 0 |
| Adversarial Robustness by Design through Analog Computing and Synthetic Gradients | Jan 6, 2021 | Adversarial RobustnessBinarization | CodeCode Available | 0 |
| Local Competition and Stochasticity for Adversarial Robustness in Deep Learning | Jan 4, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| GridMix: Strong regularization through local context mapping | Jan 1, 2021 | Adversarial RobustnessData Augmentation | —Unverified | 0 |
| Towards Robustness of Deep Neural Networks via Regularization | Jan 1, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Generative Max-Mahalanobis Classifiers for Image Classification, Generation and More | Jan 1, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Certifying Robustness of Graph Laplacian Based Semi-Supervised Learning | Jan 1, 2021 | Adversarial Robustness | —Unverified | 0 |
| Perceptual Adversarial Robustness: Generalizable Defenses Against Unforeseen Threat Models | Jan 1, 2021 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Disentangling Adversarial Robustness in Directions of the Data Manifold | Jan 1, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| How Benign is Benign Overfitting ? | Jan 1, 2021 | Adversarial RobustnessRepresentation Learning | —Unverified | 0 |
| Buffer Zone based Defense against Adversarial Examples in Image Classification | Jan 1, 2021 | Adversarial RobustnessClassification | —Unverified | 0 |
| Manifold-aware Training: Increase Adversarial Robustness with Feature Clustering | Jan 1, 2021 | Adversarial RobustnessClustering | —Unverified | 0 |
| Intriguing class-wise properties of adversarial training | Jan 1, 2021 | Adversarial Robustness | —Unverified | 0 |
| Towards Adversarial Robustness of Bayesian Neural Network through Hierarchical Variational Inference | Jan 1, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Perturbation Type Categorization for Multiple _p Bounded Adversarial Robustness | Jan 1, 2021 | Adversarial RobustnessVocal Bursts Type Prediction | —Unverified | 0 |
| Hierarchical Binding in Convolutional Neural Networks Confers Adversarial Robustness | Jan 1, 2021 | Adversarial Robustness | —Unverified | 0 |
| Test-Time Adaptation and Adversarial Robustness | Jan 1, 2021 | Adversarial RobustnessDomain Adaptation | —Unverified | 0 |
| What are effective labels for augmented data? Improving robustness with AutoLabel | Jan 1, 2021 | Adversarial RobustnessData Augmentation | —Unverified | 0 |
| Robust Multi-Agent Reinforcement Learning Driven by Correlated Equilibrium | Jan 1, 2021 | Adversarial RobustnessMulti-agent Reinforcement Learning | —Unverified | 0 |
| No Feature Is An Island: Adaptive Collaborations Between Features Improve Adversarial Robustness | Jan 1, 2021 | Adversarial Robustnesscounterfactual | —Unverified | 0 |
| Collective Robustness Certificates | Jan 1, 2021 | Adversarial RobustnessImage Segmentation | —Unverified | 0 |
| Self-supervised Adversarial Robustness for the Low-label, High-data Regime | Jan 1, 2021 | Adversarial RobustnessSelf-Supervised Learning | —Unverified | 0 |
| Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning | Dec 31, 2020 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Improving Adversarial Robustness in Weight-quantized Neural Networks | Dec 29, 2020 | Adversarial RobustnessQuantization | —Unverified | 0 |
| A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning | Dec 25, 2020 | Adversarial RobustnessAll | —Unverified | 0 |
| Gradient-Free Adversarial Attacks for Bayesian Neural Networks | Dec 23, 2020 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Self-Progressing Robust Training | Dec 22, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Sample Complexity of Adversarially Robust Linear Classification on Separated Data | Dec 19, 2020 | Adversarial RobustnessClassification | —Unverified | 0 |
| On the human-recognizability phenomenon of adversarially trained deep image classifiers | Dec 18, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarially Robust Estimate and Risk Analysis in Linear Regression | Dec 18, 2020 | Adversarial Robustnessregression | —Unverified | 0 |
| Generate and Verify: Semantically Meaningful Formal Analysis of Neural Network Perception Systems | Dec 16, 2020 | Adversarial Robustness | —Unverified | 0 |
| A case for new neural network smoothness constraints | Dec 14, 2020 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints | Dec 14, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Achieving Adversarial Robustness Requires An Active Teacher | Dec 14, 2020 | Adversarial Robustness | —Unverified | 0 |
| Learning Energy-Based Models With Adversarial Training | Dec 11, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Composite Adversarial Attacks | Dec 10, 2020 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
