| Robust Mode Connectivity-Oriented Adversarial Defense: Enhancing Neural Network Robustness Against Diversified _p Attacks | Mar 17, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Sandwich Batch Normalization: A Drop-In Replacement for Feature Distribution Heterogeneity | Feb 22, 2021 | Adversarial DefenseConditional Image Generation | CodeCode Available | 1 | 5 |
| Scaling Adversarial Training to Large Perturbation Bounds | Oct 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Smooth Adversarial Training | Jun 25, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations | Sep 21, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Decoupled Kullback-Leibler Divergence Loss | May 23, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Stochastic Security: Adversarial Defense Using Long-Run Dynamics of Energy-Based Models | May 27, 2020 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 | 5 |
| DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training | Oct 3, 2023 | Adversarial DefenseComputational Efficiency | CodeCode Available | 1 | 5 |
| TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization | Dec 19, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Theoretically Principled Trade-off between Robustness and Accuracy | Jan 24, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Threat Model-Agnostic Adversarial Defense using Diffusion Models | Jul 17, 2022 | Adversarial DefenseDenoising | CodeCode Available | 1 | 5 |
| AdvDiff: Generating Unrestricted Adversarial Examples using Diffusion Models | Jul 24, 2023 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Can We Mitigate Backdoor Attack Using Adversarial Detection Methods? | Jun 26, 2020 | Adversarial DefenseBackdoor Attack | CodeCode Available | 1 | 5 |
| A Person Re-identification Data Augmentation Method with Adversarial Defense Effect | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 | 5 |
| Among Us: Adversarially Robust Collaborative Perception by Consensus | Mar 16, 2023 | 3D Object DetectionAdversarial Defense | CodeCode Available | 1 | 5 |
| GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models | May 16, 2025 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks | Oct 21, 2022 | Adversarial DefenseTransfer Learning | CodeCode Available | 1 | 5 |
| Efficient Generation of Targeted and Transferable Adversarial Examples for Vision-Language Models Via Diffusion Models | Apr 16, 2024 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Enhancing Adversarial Robustness via Score-Based Optimization | Jul 10, 2023 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 | 5 |
| Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 | 5 |
| Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios | Feb 10, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 | 5 |
| Boundary thickness and robustness in learning models | Jul 9, 2020 | Adversarial DefenseData Augmentation | CodeCode Available | 1 | 5 |
| Information Obfuscation of Graph Neural Networks | Sep 28, 2020 | Adversarial DefenseGraph Representation Learning | CodeCode Available | 1 | 5 |
| Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models | Jul 31, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 | 5 |
