| Robust Physics-based Deep MRI Reconstruction Via Diffusion Purification | Sep 11, 2023 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
| Defense Against Adversarial Attacks using Convolutional Auto-Encoders | Dec 6, 2023 | Adversarial Defense | CodeCode Available | 0 |
| A2: Efficient Automated Attacker for Boosting Adversarial Training | Oct 7, 2022 | Adversarial Defense | CodeCode Available | 0 |
| Defense against Adversarial Attacks Using High-Level Representation Guided Denoiser | Dec 8, 2017 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| EBM Life Cycle: MCMC Strategies for Synthesis, Defense, and Density Modeling | May 24, 2022 | Adversarial DefenseImage Generation | CodeCode Available | 0 |
| A Provable Defense for Deep Residual Networks | Mar 29, 2019 | Adversarial DefenseNovel Concepts | CodeCode Available | 0 |
| Efficient Formal Safety Analysis of Neural Networks | Sep 19, 2018 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| RAIN: A Simple Approach for Robust and Accurate Image Classification Networks | Apr 24, 2020 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| Defending Substitution-Based Profile Pollution Attacks on Sequential Recommenders | Jul 19, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Adversarial Defense via Data Dependent Activation Function and Total Variation Minimization | Sep 23, 2018 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| A New Defense Against Adversarial Images: Turning a Weakness into a Strength | Oct 16, 2019 | Adversarial Defense | CodeCode Available | 0 |
| Voting for the right answer: Adversarial defense for speaker verification | Jun 15, 2021 | Adversarial DefenseSpeaker Verification | CodeCode Available | 0 |
| Defending against black-box adversarial attacks with gradient-free trained sign activation neural networks | Jan 1, 2021 | Adversarial Defense | CodeCode Available | 0 |
| Testing Robustness Against Unforeseen Adversaries | Aug 21, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Technical Report on the CleverHans v2.1.0 Adversarial Examples Library | Oct 3, 2016 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| ResNets Ensemble via the Feynman-Kac Formalism to Improve Natural and Robust Accuracies | Nov 26, 2018 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Adversarial Explanations for Understanding Image Classification Decisions and Improved Neural Network Robustness | Jun 7, 2019 | Adversarial DefenseFraud Detection | CodeCode Available | 0 |
| Enhancing Adversarial Defense by k-Winners-Take-All | May 25, 2019 | Adversarial DefenseAll | CodeCode Available | 0 |
| Defending Against Universal Attacks Through Selective Feature Regeneration | Jun 8, 2019 | Adversarial Defense | CodeCode Available | 0 |
| Erasing, Transforming, and Noising Defense Network for Occluded Person Re-Identification | Jul 14, 2023 | Adversarial DefenseOccluded Person Re-Identification | 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 |
| You Only Propagate Once: Accelerating Adversarial Training via Maximal Principle | May 2, 2019 | Adversarial DefenseGPU | CodeCode Available | 0 |
| Adversarial Defense of Image Classification Using a Variational Auto-Encoder | Dec 7, 2018 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| Adversarial Defense by Suppressing High-frequency Components | Aug 19, 2019 | Adversarial DefenseClassification | CodeCode Available | 0 |
| Exploring Adversarially Robust Training for Unsupervised Domain Adaptation | Feb 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Revisiting Adversarial Robustness Distillation from the Perspective of Robust Fairness | Sep 21, 2023 | Adversarial Defense | CodeCode Available | 0 |
| Language-Driven Anchors for Zero-Shot Adversarial Robustness | Jan 30, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Learning Energy-Based Models With Adversarial Training | Dec 11, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Fast Bayesian Uncertainty Estimation and Reduction of Batch Normalized Single Image Super-Resolution Network | Mar 22, 2019 | Adversarial DefenseImage Reconstruction | CodeCode Available | 0 |
| Defending against adversarial attacks on medical imaging AI system, classification or detection? | Jun 24, 2020 | Adversarial DefenseGeneral Classification | CodeCode Available | 0 |
| Feature Denoising for Improving Adversarial Robustness | Dec 9, 2018 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 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 |
| Revisiting the Adversarial Robustness of Vision Language Models: a Multimodal Perspective | Apr 30, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Game Theoretic Mixed Experts for Combinational Adversarial Machine Learning | Nov 26, 2022 | Adversarial Defense | CodeCode Available | 0 |
| Game Theory for Adversarial Attacks and Defenses | Oct 8, 2021 | Adversarial DefenseDenoising | CodeCode Available | 0 |
| Gated Convolutional Networks with Hybrid Connectivity for Image Classification | Aug 26, 2019 | Adversarial DefenseClassification | CodeCode Available | 0 |
| The Limitations of Deep Learning in Adversarial Settings | Nov 24, 2015 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Adversarial Defense by Stratified Convolutional Sparse Coding | Nov 30, 2018 | Adversarial Defense | CodeCode Available | 0 |
| The Pitfalls and Promise of Conformal Inference Under Adversarial Attacks | May 14, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| Decoupling Direction and Norm for Efficient Gradient-Based L2 Adversarial Attacks and Defenses | Jun 1, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Analysis and Extensions of Adversarial Training for Video Classification | Jun 16, 2022 | Action RecognitionAdversarial Defense | CodeCode Available | 0 |
| Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks | Apr 18, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| All You Need is RAW: Defending Against Adversarial Attacks with Camera Image Pipelines | Dec 16, 2021 | Adversarial DefenseAll | CodeCode Available | 0 |
| Decorrelative Network Architecture for Robust Electrocardiogram Classification | Jul 19, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| GraphDefense: Towards Robust Graph Convolutional Networks | Nov 11, 2019 | Adversarial Defense | CodeCode Available | 0 |
| Robust Decision Trees Against Adversarial Examples | Feb 27, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| Deciphering the Definition of Adversarial Robustness for post-hoc OOD Detectors | Jun 21, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
| One Stone, Two Birds: Enhancing Adversarial Defense Through the Lens of Distributional Discrepancy | Mar 4, 2025 | Adversarial Defense | CodeCode Available | 0 |
| Adversarial Examples on Graph Data: Deep Insights into Attack and Defense | Mar 5, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 0 |
| DAD++: Improved Data-free Test Time Adversarial Defense | Sep 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 0 |
