| CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense | Oct 30, 2024 | Adversarial DefenseDisentanglement | CodeCode Available | 1 |
| Adversarial Training for Free! | Apr 29, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Scaling Adversarial Training to Large Perturbation Bounds | Oct 18, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models | Jun 9, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Certified Adversarial Robustness via Randomized Smoothing | Feb 8, 2019 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Smooth Adversarial Training | Jun 25, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| CgAT: Center-Guided Adversarial Training for Deep Hashing-Based Retrieval | Apr 18, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness | Dec 5, 2021 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Targeted Adversarial Perturbations for Monocular Depth Prediction | Jun 12, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| TextGrad: Advancing Robustness Evaluation in NLP by Gradient-Driven Optimization | Dec 19, 2022 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| Theoretically Principled Trade-off between Robustness and Accuracy | Jan 24, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Threat Model-Agnostic Adversarial Defense using Diffusion Models | Jul 17, 2022 | Adversarial DefenseDenoising | CodeCode Available | 1 |
| Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness | Mar 2, 2020 | Adversarial DefenseAdversarial Robustness | CodeCode Available | 1 |
| A Person Re-identification Data Augmentation Method with Adversarial Defense Effect | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 |
| Collapse-Aware Triplet Decoupling for Adversarially Robust Image Retrieval | Dec 12, 2023 | Adversarial DefenseImage Retrieval | CodeCode Available | 1 |
| Among Us: Adversarially Robust Collaborative Perception by Consensus | Mar 16, 2023 | 3D Object DetectionAdversarial Defense | CodeCode Available | 1 |
| GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models | May 16, 2025 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Are You Stealing My Model? Sample Correlation for Fingerprinting Deep Neural Networks | Oct 21, 2022 | Adversarial DefenseTransfer Learning | CodeCode Available | 1 |
| DIFFender: Diffusion-Based Adversarial Defense against Patch Attacks | Jun 15, 2023 | Adversarial DefenseFace Recognition | CodeCode Available | 1 |
| DISCO: Adversarial Defense with Local Implicit Functions | Dec 11, 2022 | Adversarial Defenseimage-classification | CodeCode Available | 1 |
| Eliminate Deviation with Deviation for Data Augmentation and a General Multi-modal Data Learning Method | Jan 21, 2021 | Adversarial DefenseData Augmentation | CodeCode Available | 1 |
| Adversarial Attack and Defense of YOLO Detectors in Autonomous Driving Scenarios | Feb 10, 2022 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Fast Certified Robust Training with Short Warmup | Mar 31, 2021 | Adversarial Defense | CodeCode Available | 1 |
| Geometric Adversarial Attacks and Defenses on 3D Point Clouds | Dec 10, 2020 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models | Jul 31, 2023 | Adversarial DefenseAdversarial Purification | CodeCode Available | 1 |
