| A Closer Look at the Adversarial Robustness of Deep Equilibrium Models | Jun 2, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Robust low-rank training via approximate orthonormal constraints | Jun 2, 2023 | Adversarial Robustness | —Unverified | 0 |
| Adversarial Robustness in Unsupervised Machine Learning: A Systematic Review | Jun 1, 2023 | Adversarial RobustnessSystematic Literature Review | —Unverified | 0 |
| Exploiting Explainability to Design Adversarial Attacks and Evaluate Attack Resilience in Hate-Speech Detection Models | May 29, 2023 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| Backdoor Attacks Against Incremental Learners: An Empirical Evaluation Study | May 28, 2023 | Adversarial RobustnessBackdoor Attack | —Unverified | 0 |
| Two Heads are Better than One: Towards Better Adversarial Robustness by Combining Transduction and Rejection | May 27, 2023 | Adversarial Robustness | —Unverified | 0 |
| On the Importance of Backbone to the Adversarial Robustness of Object Detectors | May 27, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 0 |
| Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness | May 25, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 0 |
| IDEA: Invariant Defense for Graph Adversarial Robustness | May 25, 2023 | Adversarial Robustness | —Unverified | 0 |
| Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text | May 25, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| AdvFunMatch: When Consistent Teaching Meets Adversarial Robustness | May 24, 2023 | Adversarial RobustnessKnowledge Distillation | —Unverified | 0 |
| Non-adversarial Robustness of Deep Learning Methods for Computer Vision | May 24, 2023 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Adversarial robustness of amortized Bayesian inference | May 24, 2023 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Expressive Losses for Verified Robustness via Convex Combinations | May 23, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| DeepBern-Nets: Taming the Complexity of Certifying Neural Networks using Bernstein Polynomial Activations and Precise Bound Propagation | May 22, 2023 | Adversarial RobustnessFairness | CodeCode Available | 0 |
| Annealing Self-Distillation Rectification Improves Adversarial Training | May 20, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Amendment is the Only Force Capable of Transforming an Enemy into a Friend | May 18, 2023 | Adversarial AttackAdversarial Defense | —Unverified | 0 |
| Raising the Bar for Certified Adversarial Robustness with Diffusion Models | May 17, 2023 | Adversarial Robustness | —Unverified | 0 |
| Variational Classification | May 17, 2023 | Adversarial RobustnessClassification | CodeCode Available | 0 |
| Iterative Adversarial Attack on Image-guided Story Ending Generation | May 16, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Releasing Inequality Phenomena in L_-Adversarial Training via Input Gradient Distillation | May 16, 2023 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Stochastic Security as a Performance Metric for Quantum-enhanced Generative AI | May 13, 2023 | Adversarial Robustness | —Unverified | 0 |
| Physical-layer Adversarial Robustness for Deep Learning-based Semantic Communications | May 12, 2023 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Inter-frame Accelerate Attack against Video Interpolation Models | May 11, 2023 | Adversarial RobustnessVideo Frame Interpolation | —Unverified | 0 |
| Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications | May 11, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Investigating the Corruption Robustness of Image Classifiers with Random Lp-norm Corruptions | May 9, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| Stratified Adversarial Robustness with Rejection | May 2, 2023 | Adversarial RobustnessRobust classification | CodeCode Available | 0 |
| Attack-SAM: Towards Attacking Segment Anything Model With Adversarial Examples | May 1, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Revisiting Robustness in Graph Machine Learning | May 1, 2023 | Adversarial Robustness | —Unverified | 0 |
| Test-Time Adaptation with Perturbation Consistency Learning | Apr 25, 2023 | Adversarial RobustnessPseudo Label | —Unverified | 0 |
| Improving Robustness Against Adversarial Attacks with Deeply Quantized Neural Networks | Apr 25, 2023 | Adversarial RobustnessQuantization | —Unverified | 0 |
| Lyapunov-Stable Deep Equilibrium Models | Apr 25, 2023 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| Robust Tickets Can Transfer Better: Drawing More Transferable Subnetworks in Transfer Learning | Apr 24, 2023 | Adversarial RobustnessTransfer Learning | —Unverified | 0 |
| Evaluating Adversarial Robustness on Document Image Classification | Apr 24, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Robust and differentially private stochastic linear bandits | Apr 23, 2023 | Adversarial Robustness | —Unverified | 0 |
| Individual Fairness in Bayesian Neural Networks | Apr 21, 2023 | Adversarial RobustnessBayesian Inference | CodeCode Available | 0 |
| Certified Adversarial Robustness Within Multiple Perturbation Bounds | Apr 20, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Using Z3 for Formal Modeling and Verification of FNN Global Robustness | Apr 20, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| GREAT Score: Global Robustness Evaluation of Adversarial Perturbation using Generative Models | Apr 19, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Wavelets Beat Monkeys at Adversarial Robustness | Apr 19, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Cross-Entropy Loss Functions: Theoretical Analysis and Applications | Apr 14, 2023 | Adversarial Robustness | —Unverified | 0 |
| Benchmarking the Physical-world Adversarial Robustness of Vehicle Detection | Apr 11, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| CGDTest: A Constrained Gradient Descent Algorithm for Testing Neural Networks | Apr 4, 2023 | Adversarial RobustnessDNN Testing | —Unverified | 0 |
| Towards Adversarially Robust Continual Learning | Mar 31, 2023 | Adversarial RobustnessContinual Learning | —Unverified | 0 |
| Generating Adversarial Samples in Mini-Batches May Be Detrimental To Adversarial Robustness | Mar 30, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Latent Feature Relation Consistency for Adversarial Robustness | Mar 29, 2023 | Adversarial RobustnessRelation | CodeCode Available | 0 |
| Targeted Adversarial Attacks on Wind Power Forecasts | Mar 29, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Beyond Empirical Risk Minimization: Local Structure Preserving Regularization for Improving Adversarial Robustness | Mar 29, 2023 | Adversarial Robustnessimage-classification | —Unverified | 0 |
| Denoising Autoencoder-based Defensive Distillation as an Adversarial Robustness Algorithm | Mar 28, 2023 | Adversarial RobustnessData Poisoning | —Unverified | 0 |
