| A Framework for Verification of Wasserstein Adversarial Robustness | Oct 13, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Are models trained on temporally-continuous data streams more adversarially robust? | Oct 12, 2021 | Adversarial Robustness | —Unverified | 0 |
| Evaluating the Adversarial Robustness of a Foveated Texture Transform Module in a CNN | Oct 12, 2021 | Adversarial RobustnessFoveation | —Unverified | 0 |
| Gated Information Bottleneck for Generalization in Sequential Environments | Oct 12, 2021 | Adversarial RobustnessOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| Parameterizing Activation Functions for Adversarial Robustness | Oct 11, 2021 | Adversarial Robustness | —Unverified | 0 |
| Adversarial Training for Face Recognition Systems using Contrastive Adversarial Learning and Triplet Loss Fine-tuning | Oct 9, 2021 | Adversarial RobustnessFace Recognition | —Unverified | 0 |
| Adversarial Robustness of Program Synthesis Models | Oct 8, 2021 | Adversarial RobustnessProgram Synthesis | —Unverified | 0 |
| Observations on K-image Expansion of Image-Mixing Augmentation for Classification | Oct 8, 2021 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Explainability-Aware One Point Attack for Point Cloud Neural Networks | Oct 8, 2021 | 3D Object RecognitionAdversarial Robustness | CodeCode Available | 1 |
| The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks | Oct 8, 2021 | Adversarial RobustnessInductive Bias | CodeCode Available | 1 |
| Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks | Oct 7, 2021 | Adversarial Robustness | CodeCode Available | 1 |
| Improving Adversarial Robustness for Free with Snapshot Ensemble | Oct 7, 2021 | Adversarial Robustness | —Unverified | 0 |
| Adversarial Robustness Comparison of Vision Transformer and MLP-Mixer to CNNs | Oct 6, 2021 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems | Oct 5, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Does Adversarial Robustness Really Imply Backdoor Vulnerability? | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Certified Adversarial Robustness Under the Bounded Support Set | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Dissecting Local Properties of Adversarial Examples | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| k-Mixup Regularization for Deep Learning via Optimal Transport | Sep 29, 2021 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Use of small auxiliary networks and scarce data to improve the adversarial robustness of deep learning models | Sep 29, 2021 | Adversarial Robustnessimage-classification | —Unverified | 0 |
| Biased Multi-Domain Adversarial Training | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Empirical Study of the Decision Region and Robustness in Deep Neural Networks | Sep 29, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Function-Space Variational Inference for Deep Bayesian Classification | Sep 29, 2021 | Adversarial RobustnessClassification | —Unverified | 0 |
| Provably Robust Transfer | Sep 29, 2021 | Adversarial RobustnessTransfer Learning | —Unverified | 0 |
| Delving into Feature Space: Improving Adversarial Robustness by Feature Spectral Regularization | Sep 29, 2021 | Adversarial RobustnessAttribute | —Unverified | 0 |
| GARNET: A Spectral Approach to Robust and Scalable Graph Neural Networks | Sep 29, 2021 | Adversarial RobustnessGraph Embedding | —Unverified | 0 |
| Adversarial Robustness via Adaptive Label Smoothing | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Efficient Certification for Probabilistic Robustness | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| Learning Sample Reweighting for Adversarial Robustness | Sep 29, 2021 | Adversarial RobustnessBilevel Optimization | —Unverified | 0 |
| Towards Achieving Adversarial Robustness Beyond Perceptual Limits | Sep 29, 2021 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Resilience to Multiple Attacks via Adversarially Trained MIMO Ensembles | Sep 29, 2021 | Adversarial Robustness | —Unverified | 0 |
| An Empirical Study of Accuracy, Fairness, Explainability, Distributional Robustness, and Adversarial Robustness | Sep 29, 2021 | Adversarial RobustnessFairness | —Unverified | 0 |
| Two Souls in an Adversarial Image: Towards Universal Adversarial Example Detection using Multi-view Inconsistency | Sep 25, 2021 | Adversarial Attack DetectionAdversarial Defense | CodeCode Available | 0 |
| CC-Cert: A Probabilistic Approach to Certify General Robustness of Neural Networks | Sep 22, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Robust Physical-World Attacks on Face Recognition | Sep 20, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Simple Post-Training Robustness Using Test Time Augmentations and Random Forest | Sep 16, 2021 | Adversarial RobustnessDiversity | CodeCode Available | 0 |
| Adversarial Examples for Evaluating Math Word Problem Solvers | Sep 13, 2021 | Adversarial RobustnessMath | CodeCode Available | 0 |
| How to Select One Among All? An Extensive Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding | Sep 13, 2021 | Adversarial RobustnessAll | CodeCode Available | 1 |
| Adversarial Bone Length Attack on Action Recognition | Sep 13, 2021 | Action RecognitionAdversarial Robustness | —Unverified | 0 |
| RobustART: Benchmarking Robustness on Architecture Design and Training Techniques | Sep 11, 2021 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| 2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency | Sep 11, 2021 | Adversarial RobustnessQuantization | —Unverified | 0 |
| Utilizing Adversarial Targeted Attacks to Boost Adversarial Robustness | Sep 4, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Impact of Attention on Adversarial Robustness of Image Classification Models | Sep 2, 2021 | Adversarial RobustnessClassification | —Unverified | 0 |
| Adversarial Robustness for Unsupervised Domain Adaptation | Sep 2, 2021 | Adversarial RobustnessDomain Adaptation | —Unverified | 0 |
| Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings | Aug 30, 2021 | Adversarial Robustness | —Unverified | 0 |
| Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks | Aug 26, 2021 | Adversarial Robustness | —Unverified | 0 |
| A Hierarchical Assessment of Adversarial Severity | Aug 26, 2021 | Adversarial Robustness | CodeCode Available | 0 |
| Generalized Real-World Super-Resolution through Adversarial Robustness | Aug 25, 2021 | Adversarial RobustnessSuper-Resolution | CodeCode Available | 1 |
| Adversarially Robust One-class Novelty Detection | Aug 25, 2021 | Adversarial RobustnessNovelty Detection | CodeCode Available | 0 |
| Bridged Adversarial Training | Aug 25, 2021 | Adversarial Robustness | —Unverified | 0 |
| Are socially-aware trajectory prediction models really socially-aware? | Aug 24, 2021 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 1 |
