| NeRFool: Uncovering the Vulnerability of Generalizable Neural Radiance Fields against Adversarial Perturbations | Jun 10, 2023 | Adversarial RobustnessNovel View Synthesis | CodeCode Available | 1 |
| Multi-Objective Population Based Training | Jun 2, 2023 | Adversarial RobustnessClassification | CodeCode Available | 1 |
| Red Teaming Language Model Detectors with Language Models | May 31, 2023 | Adversarial RobustnessLanguage Modeling | CodeCode Available | 1 |
| Robust Classification via a Single Diffusion Model | May 24, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Decoupled Kullback-Leibler Divergence Loss | May 23, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Watermarking Text Generated by Black-Box Language Models | May 14, 2023 | Adversarial RobustnessLanguage Modelling | CodeCode Available | 1 |
| WEDGE: A multi-weather autonomous driving dataset built from generative vision-language models | May 12, 2023 | 2D Object DetectionAdversarial Robustness | CodeCode Available | 1 |
| Sharpness-Aware Minimization Alone can Improve Adversarial Robustness | May 9, 2023 | Adversarial RobustnessMathematical Proofs | CodeCode Available | 1 |
| Understanding the Robustness of 3D Object Detection with Bird's-Eye-View Representations in Autonomous Driving | Mar 30, 2023 | 3D Object DetectionAdversarial Robustness | CodeCode Available | 1 |
| A Pilot Study of Query-Free Adversarial Attack against Stable Diffusion | Mar 29, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Towards Effective Adversarial Textured 3D Meshes on Physical Face Recognition | Mar 28, 2023 | Adversarial RobustnessFace Recognition | CodeCode Available | 1 |
| CFA: Class-wise Calibrated Fair Adversarial Training | Mar 25, 2023 | Adversarial RobustnessFairness | CodeCode Available | 1 |
| Feature Separation and Recalibration for Adversarial Robustness | Mar 24, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| DRSM: De-Randomized Smoothing on Malware Classifier Providing Certified Robustness | Mar 20, 2023 | Adversarial RobustnessMalware Detection | CodeCode Available | 1 |
| TWINS: A Fine-Tuning Framework for Improved Transferability of Adversarial Robustness and Generalization | Mar 20, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 1 |
| Robust Mode Connectivity-Oriented Adversarial Defense: Enhancing Neural Network Robustness Against Diversified _p Attacks | Mar 17, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression | Mar 2, 2023 | Adversarial RobustnessPrediction | CodeCode Available | 1 |
| Single Image Backdoor Inversion via Robust Smoothed Classifiers | Mar 1, 2023 | Adversarial RobustnessImage Generation | CodeCode Available | 1 |
| CBA: Contextual Background Attack against Optical Aerial Detection in the Physical World | Feb 27, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| Exploring and Exploiting Decision Boundary Dynamics for Adversarial Robustness | Feb 6, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| CosPGD: an efficient white-box adversarial attack for pixel-wise prediction tasks | Feb 4, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Adversarial Training of Self-supervised Monocular Depth Estimation against Physical-World Attacks | Jan 31, 2023 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing | Jan 29, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| On the Adversarial Robustness of Camera-based 3D Object Detection | Jan 25, 2023 | 3D Object DetectionAdversarial Attack | CodeCode Available | 1 |
| Adversarial Robustness via Random Projection Filters | Jan 1, 2023 | Adversarial RobustnessAttribute | CodeCode Available | 1 |
| Revisiting Residual Networks for Adversarial Robustness | Jan 1, 2023 | Adversarial Robustness | CodeCode Available | 1 |
| Revisiting Residual Networks for Adversarial Robustness: An Architectural Perspective | Dec 21, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization | Dec 19, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Understanding Zero-Shot Adversarial Robustness for Large-Scale Models | Dec 14, 2022 | Adversarial RobustnessContrastive Learning | CodeCode Available | 1 |
| Demystify Transformers & Convolutions in Modern Image Deep Networks | Nov 10, 2022 | Adversarial RobustnessImage Deep Networks | CodeCode Available | 1 |
| Robust Lottery Tickets for Pre-trained Language Models | Nov 6, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks | Nov 1, 2022 | Adversarial RobustnessPseudo Label | CodeCode Available | 1 |
| Rethinking and Improving Robustness of Convolutional Neural Networks: a Shapley Value-based Approach in Frequency Domain | Nov 1, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Broken Neural Scaling Laws | Oct 26, 2022 | Adversarial RobustnessContinual Learning | CodeCode Available | 1 |
| Scaling Adversarial Training to Large Perturbation Bounds | Oct 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture | Oct 14, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| An Embarrassingly Simple Backdoor Attack on Self-supervised Learning | Oct 13, 2022 | Adversarial RobustnessBackdoor Attack | CodeCode Available | 1 |
| Robust Models are less Over-Confident | Oct 12, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| Visual Prompting for Adversarial Robustness | Oct 12, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Certified Training: Small Boxes are All You Need | Oct 10, 2022 | Adversarial RobustnessAll | CodeCode Available | 1 |
| Pruning Adversarially Robust Neural Networks without Adversarial Examples | Oct 9, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| Adversarial Robustness of Representation Learning for Knowledge Graphs | Sep 30, 2022 | Adversarial RobustnessData Poisoning | CodeCode Available | 1 |
| Characterizing Internal Evasion Attacks in Federated Learning | Sep 17, 2022 | Adversarial RobustnessFederated Learning | CodeCode Available | 1 |
| Part-Based Models Improve Adversarial Robustness | Sep 15, 2022 | Adversarial Robustness | CodeCode Available | 1 |
| A Light Recipe to Train Robust Vision Transformers | Sep 15, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| Scattering Model Guided Adversarial Examples for SAR Target Recognition: Attack and Defense | Sep 11, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Bispectral Neural Networks | Sep 7, 2022 | Adversarial RobustnessRepresentation Learning | CodeCode Available | 1 |
| A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective | Aug 21, 2022 | Adversarial RobustnessData Augmentation | CodeCode Available | 1 |
| MENLI: Robust Evaluation Metrics from Natural Language Inference | Aug 15, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 1 |
| Visual correspondence-based explanations improve AI robustness and human-AI team accuracy | Jul 26, 2022 | Adversarial RobustnessFine-Grained Image Classification | CodeCode Available | 1 |
