| Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation Models | Jun 22, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Towards quantum enhanced adversarial robustness in machine learning | Jun 22, 2023 | Adversarial RobustnessComputational Efficiency | —Unverified | 0 |
| Anticipatory Thinking Challenges in Open Worlds: Risk Management | Jun 22, 2023 | Adversarial RobustnessAutonomous Vehicles | —Unverified | 0 |
| Physics-constrained Attack against Convolution-based Human Motion Prediction | Jun 21, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| A Comprehensive Study on the Robustness of Image Classification and Object Detection in Remote Sensing: Surveying and Benchmarking | Jun 21, 2023 | Adversarial RobustnessBenchmarking | —Unverified | 0 |
| DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models | Jun 20, 2023 | Adversarial RobustnessEthics | —Unverified | 0 |
| Eight challenges in developing theory of intelligence | Jun 20, 2023 | Adversarial RobustnessContinual Learning | —Unverified | 0 |
| BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming | Jun 19, 2023 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 |
| Adversarial Robustness of Prompt-based Few-Shot Learning for Natural Language Understanding | Jun 19, 2023 | Adversarial RobustnessFew-Shot Learning | CodeCode Available | 0 |
| Revisiting and Advancing Adversarial Training Through A Simple Baseline | Jun 13, 2023 | Adversarial DefenseAdversarial Robustness | —Unverified | 0 |
| AROID: Improving Adversarial Robustness Through Online Instance-Wise Data Augmentation | Jun 12, 2023 | Adversarial RobustnessData Augmentation | CodeCode Available | 0 |
| NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations | Jun 10, 2023 | Adversarial RobustnessNovel View Synthesis | CodeCode Available | 1 |
| Boosting Adversarial Robustness using Feature Level Stochastic Smoothing | Jun 10, 2023 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 0 |
| Expanding Scope: Adapting English Adversarial Attacks to Chinese | Jun 8, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Faithful Knowledge Distillation | Jun 7, 2023 | Adversarial RobustnessKnowledge Distillation | —Unverified | 0 |
| Transferable Adversarial Robustness for Categorical Data via Universal Robust Embeddings | Jun 6, 2023 | Adversarial RobustnessFraud Detection | CodeCode Available | 0 |
| Revisiting the Trade-off between Accuracy and Robustness via Weight Distribution of Filters | Jun 6, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial alignment: Breaking the trade-off between the strength of an attack and its relevance to human perception | Jun 5, 2023 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Evaluating robustness of support vector machines with the Lagrangian dual approach | Jun 5, 2023 | Adversarial Robustness | —Unverified | 0 |
| A Closer Look at the Adversarial Robustness of Deep Equilibrium Models | Jun 2, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Improving Adversarial Robustness of DEQs with Explicit Regulations Along the Neural Dynamics | Jun 2, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Multi-Objective Population Based Training | Jun 2, 2023 | Adversarial RobustnessClassification | CodeCode Available | 1 |
| 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 |
| Red Teaming Language Model Detectors with Language Models | May 31, 2023 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 1 |
| 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 |
| On Evaluating Adversarial Robustness of Large Vision-Language Models | May 26, 2023 | Adversarial Robustnessmultimodal generation | CodeCode Available | 2 |
| Carefully Blending Adversarial Training, Purification, and Aggregation Improves Adversarial Robustness | May 25, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 0 |
| Don't Retrain, Just Rewrite: Countering Adversarial Perturbations by Rewriting Text | May 25, 2023 | Adversarial RobustnessClassification | —Unverified | 0 |
| IDEA: Invariant Defense for Graph Adversarial Robustness | May 25, 2023 | Adversarial Robustness | —Unverified | 0 |
| Robust Classification via a Single Diffusion Model | May 24, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| 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 |
| Decoupled Kullback-Leibler Divergence Loss | May 23, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| 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 |
| Quantifying the robustness of deep multispectral segmentation models against natural perturbations and data poisoning | May 18, 2023 | Adversarial RobustnessData Poisoning | CodeCode Available | 3 |
| 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 |
| Watermarking Text Generated by Black-Box Language Models | May 14, 2023 | Adversarial RobustnessLanguage Modelling | CodeCode Available | 1 |
| 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 |
