| Towards Evaluating the Robustness of Neural Networks Learned by Transduction | Oct 27, 2021 | Adversarial RobustnessBilevel Optimization | CodeCode Available | 0 |
| Physics-constrained Attack against Convolution-based Human Motion Prediction | Jun 21, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Boosting Adversarial Robustness using Feature Level Stochastic Smoothing | Jun 10, 2023 | Adversarial RobustnessAutonomous Navigation | CodeCode Available | 0 |
| Improving the Interpretability of fMRI Decoding using Deep Neural Networks and Adversarial Robustness | Apr 23, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| Evading classifiers in discrete domains with provable optimality guarantees | Oct 25, 2018 | Adversarial RobustnessSpam detection | CodeCode Available | 0 |
| BNN-DP: Robustness Certification of Bayesian Neural Networks via Dynamic Programming | Jun 19, 2023 | Adversarial RobustnessComputational Efficiency | CodeCode Available | 0 |
| Prediction without Preclusion: Recourse Verification with Reachable Sets | Aug 24, 2023 | Adversarial RobustnessPrediction | CodeCode Available | 0 |
| Biologically Inspired Mechanisms for Adversarial Robustness | Jun 29, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| ModSec-AdvLearn: Countering Adversarial SQL Injections with Robust Machine Learning | Aug 9, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks | Nov 3, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| How to compare adversarial robustness of classifiers from a global perspective | Apr 22, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 0 |
| Towards Million-Scale Adversarial Robustness Evaluation With Stronger Individual Attacks | Nov 20, 2024 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| Error Diffusion Halftoning Against Adversarial Examples | Jan 23, 2021 | Adversarial RobustnessQuantization | CodeCode Available | 0 |
| ProARD: progressive adversarial robustness distillation: provide wide range of robust students | Jun 9, 2025 | Adversarial Robustness | CodeCode Available | 0 |
| Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks | Dec 1, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Enhancing Multiple Reliability Measures via Nuisance-extended Information Bottleneck | Mar 24, 2023 | Adversarial RobustnessNovelty Detection | CodeCode Available | 0 |
| Beyond Pretrained Features: Noisy Image Modeling Provides Adversarial Defense | Feb 2, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Adversarial Machine Learning in Latent Representations of Neural Networks | Sep 29, 2023 | Adversarial RobustnessEdge-computing | CodeCode Available | 0 |
| Enhancing Adversarial Training via Reweighting Optimization Trajectory | Jun 25, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarial Robustness via Fisher-Rao Regularization | Jun 12, 2021 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Enhancing Adversarial Robustness with Conformal Prediction: A Framework for Guaranteed Model Reliability | Jun 9, 2025 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Human Eyes Inspired Recurrent Neural Networks are More Robust Against Adversarial Noises | Jun 15, 2022 | Adversarial RobustnessFoveation | CodeCode Available | 0 |
| Enhancing Adversarial Robustness in Low-Label Regime via Adaptively Weighted Regularization and Knowledge Distillation | Aug 8, 2023 | Adversarial RobustnessKnowledge Distillation | CodeCode Available | 0 |
| Enhancing 3D Robotic Vision Robustness by Minimizing Adversarial Mutual Information through a Curriculum Training Approach | Sep 19, 2024 | Adversarial Robustnessobject-detection | CodeCode Available | 0 |
| Projected Randomized Smoothing for Certified Adversarial Robustness | Sep 25, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Sorting out Lipschitz function approximation | Nov 13, 2018 | Adversarial RobustnessGeneralization Bounds | CodeCode Available | 0 |
| Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary | May 6, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| SPADE: A Spectral Method for Black-Box Adversarial Robustness Evaluation | Feb 7, 2021 | Adversarial RobustnessGraph Embedding | CodeCode Available | 0 |
| Hyper-parameter Tuning for Adversarially Robust Models | Apr 5, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| End-to-end Kernel Learning via Generative Random Fourier Features | Sep 10, 2020 | Adversarial Robustness | CodeCode Available | 0 |
| IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound | Jun 29, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| IB-RAR: Information Bottleneck as Regularizer for Adversarial Robustness | Feb 9, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers | Aug 1, 2023 | Adversarial Robustnessimage-classification | CodeCode Available | 0 |
| Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses | Aug 20, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| SpamDam: Towards Privacy-Preserving and Adversary-Resistant SMS Spam Detection | Apr 15, 2024 | Adversarial RobustnessBackdoor Attack | CodeCode Available | 0 |
| Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos | Jan 3, 2023 | Action RecognitionAdversarial Robustness | CodeCode Available | 0 |
| Characterizing Data Point Vulnerability via Average-Case Robustness | Jul 26, 2023 | Adversarial RobustnessMulti-class Classification | CodeCode Available | 0 |
| Model Compression with Adversarial Robustness: A Unified Optimization Framework | Feb 10, 2019 | Adversarial RobustnessModel Compression | CodeCode Available | 0 |
| Impact of Architectural Modifications on Deep Learning Adversarial Robustness | May 3, 2024 | Adversarial RobustnessDeep Learning | CodeCode Available | 0 |
| Provable Adversarial Robustness for Fractional Lp Threat Models | Mar 16, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Towards Out-of-Distribution Adversarial Robustness | Oct 6, 2022 | Adversarial Robustness | CodeCode Available | 0 |
| Spectral regularization for adversarially-robust representation learning | May 27, 2024 | Adversarial RobustnessRepresentation Learning | CodeCode Available | 0 |
| Spectrum Extraction and Clipping for Implicitly Linear Layers | Feb 25, 2024 | Adversarial Robustness | CodeCode Available | 0 |
| Beyond Model Interpretability: On the Faithfulness and Adversarial Robustness of Contrastive Textual Explanations | Oct 17, 2022 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Implicit Generative Modeling of Random Noise during Training for Adversarial Robustness | Jul 5, 2018 | Adversarial Robustness | CodeCode Available | 0 |
| Provably Bounding Neural Network Preimages | Feb 2, 2023 | Adversarial RobustnessGPU | CodeCode Available | 0 |
| Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks | Jun 8, 2019 | Adversarial Robustness | CodeCode Available | 0 |
| Adversarially Robust Spiking Neural Networks Through Conversion | Nov 15, 2023 | Adversarial Robustness | CodeCode Available | 0 |
| Improved Adversarial Training Through Adaptive Instance-wise Loss Smoothing | Mar 24, 2023 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Adversarial Attack Generation Empowered by Min-Max Optimization | Jun 9, 2019 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
