| Maximum Mean Discrepancy Test is Aware of Adversarial Attacks | Oct 22, 2020 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 1 | 5 |
| Towards Feature Space Adversarial Attack | Apr 26, 2020 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 1 | 5 |
| Segment and Complete: Defending Object Detectors against Adversarial Patch Attacks with Robust Patch Detection | Dec 8, 2021 | Adversarial Attack DetectionAdversarial Defense | CodeCode Available | 1 | 5 |
| OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples | Jul 21, 2023 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 1 | 5 |
| Is RobustBench/AutoAttack a suitable Benchmark for Adversarial Robustness? | Dec 2, 2021 | Adversarial Attack DetectionAdversarial Robustness | CodeCode Available | 1 | 5 |
| Gotta Catch 'Em All: Using Honeypots to Catch Adversarial Attacks on Neural Networks | Apr 18, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| Graph-based methods coupled with specific distributional distances for adversarial attack detection | May 31, 2023 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| Neural Fingerprints for Adversarial Attack Detection | Nov 7, 2024 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Uncertainty Estimation of Transformer Predictions for Misclassification Detection | May 1, 2022 | Active LearningAdversarial Attack | CodeCode Available | 0 | 5 |
| Unfolding Local Growth Rate Estimates for (Almost) Perfect Adversarial Detection | Dec 13, 2022 | Adversarial Attack DetectionAdversarial Defense | CodeCode Available | 0 | 5 |
| A Few Large Shifts: Layer-Inconsistency Based Minimal Overhead Adversarial Example Detection | May 19, 2025 | Adversarial Attack DetectionAdversarial Defense | CodeCode Available | 0 | 5 |
| Detecting Adversarial Examples in Batches -- a geometrical approach | Jun 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| Residue-Based Natural Language Adversarial Attack Detection | Apr 17, 2022 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| MetaAdvDet: Towards Robust Detection of Evolving Adversarial Attacks | Aug 6, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness | May 31, 2019 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 | 5 |
| Residue-Based Natural Language Adversarial Attack Detection | Jan 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Resilient and constrained consensus against adversarial attacks: A distributed MPC framework | Nov 10, 2023 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Robust Adversarial Attacks Detection for Deep Learning based Relative Pose Estimation for Space Rendezvous | Nov 10, 2023 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Self-Supervised Representation Learning for Adversarial Attack Detection | Jul 5, 2024 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Learning to Attack with Fewer Pixels: A Probabilistic Post-hoc Framework for Refining Arbitrary Dense Adversarial Attacks | Oct 13, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Unleashing the Power of Pre-trained Encoders for Universal Adversarial Attack Detection | Apr 1, 2025 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Using Anomaly Feature Vectors for Detecting, Classifying and Warning of Outlier Adversarial Examples | Jul 1, 2021 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech | Feb 13, 2025 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Attack-Agnostic Adversarial Detection | Jun 1, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Benchmarking Adversarially Robust Quantum Machine Learning at Scale | Nov 23, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Btech thesis report on adversarial attack detection and purification of adverserially attacked images | May 9, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Can the state of relevant neurons in a deep neural networks serve as indicators for detecting adversarial attacks? | Oct 29, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Conformal Shield: A Novel Adversarial Attack Detection Framework for Automatic Modulation Classification | Feb 27, 2024 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| DDR-ID: Dual Deep Reconstruction Networks Based Image Decomposition for Anomaly Detection | Jul 18, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| DFT-Based Adversarial Attack Detection in MRI Brain Imaging: Enhancing Diagnostic Accuracy in Alzheimer's Case Studies | Aug 16, 2024 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| DoPa: A Comprehensive CNN Detection Methodology against Physical Adversarial Attacks | May 21, 2019 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Generative Adversarial Network-Driven Detection of Adversarial Tasks in Mobile Crowdsensing | Feb 16, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Learning to Detect Adversarial Examples Based on Class Scores | Jul 9, 2021 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Multi-Expert Adversarial Attack Detection in Person Re-identification Using Context Inconsistency | Aug 23, 2021 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Multi-head Uncertainty Inference for Adversarial Attack Detection | Dec 20, 2022 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Prior Networks for Detection of Adversarial Attacks | Dec 6, 2018 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
| Attack Agnostic Detection of Adversarial Examples via Random Subspace Analysis | Dec 11, 2020 | Adversarial AttackAdversarial Attack Detection | —Unverified | 0 | 0 |
