| NTD: Non-Transferability Enabled Backdoor Detection | Nov 22, 2021 | Face RecognitionTraffic Sign Recognition | —Unverified | 0 |
| An Acceleration Method Based on Deep Learning and Multilinear Feature Space | Oct 16, 2021 | Traffic Sign RecognitionTransfer Learning | —Unverified | 0 |
| Assurance Monitoring of Learning Enabled Cyber-Physical Systems Using Inductive Conformal Prediction based on Distance Learning | Oct 7, 2021 | Conformal PredictionPrediction | —Unverified | 0 |
| Improving Prediction Confidence in Learning-Enabled Autonomous Systems | Oct 7, 2021 | Conformal PredictionDecision Making | —Unverified | 0 |
| Robustness testing of AI systems: A case study for traffic sign recognition | Aug 13, 2021 | Autonomous DrivingTraffic Sign Recognition | —Unverified | 0 |
| Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack | Aug 2, 2021 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 |
| Differentiable Patch Selection for Image Recognition | Apr 7, 2021 | Traffic Sign Recognition | —Unverified | 0 |
| MISA: Online Defense of Trojaned Models using Misattributions | Mar 29, 2021 | Traffic Sign Recognition | —Unverified | 0 |
| Black-box Adversarial Attacks in Autonomous Vehicle Technology | Jan 15, 2021 | Autonomous VehiclesTraffic Sign Recognition | —Unverified | 0 |
| Road images augmentation with synthetic traffic signs using neural networks | Jan 13, 2021 | Generative Adversarial NetworkTraffic Sign Detection | —Unverified | 0 |
| Robustness Out of the Box: Compositional Representations Naturally Defend Against Black-Box Patch Attacks | Dec 1, 2020 | Traffic Sign Recognition | —Unverified | 0 |
| Improving Road Signs Detection performance by Combining the Features of Hough Transform and Texture | Oct 13, 2020 | Traffic Sign DetectionTraffic Sign Recognition | —Unverified | 0 |
| Targeted Physical-World Attention Attack on Deep Learning Models in Road Sign Recognition | Oct 9, 2020 | Autonomous VehiclesTraffic Sign Recognition | CodeCode Available | 0 |
| Visualizing Color-wise Saliency of Black-Box Image Classification Models | Oct 6, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Towards Context-Agnostic Learning Using Synthetic Data | May 29, 2020 | Few-Shot Learningimage-classification | CodeCode Available | 0 |
| Applying the Decisiveness and Robustness Metrics to Convolutional Neural Networks | May 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components | Jan 14, 2020 | BIG-bench Machine LearningConformal Prediction | —Unverified | 0 |
| NeuronInspect: Detecting Backdoors in Neural Networks via Output Explanations | Nov 18, 2019 | Backdoor AttackOutlier Detection | —Unverified | 0 |
| Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix | Sep 13, 2019 | Adversarial DefenseTraffic Sign Recognition | —Unverified | 0 |
| Traffic Sign Detection under Challenging Conditions: A Deeper Look Into Performance Variations and Spectral Characteristics | Aug 29, 2019 | Traffic Sign DetectionTraffic Sign Recognition | CodeCode Available | 0 |
| Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition | Jul 17, 2019 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Fooling a Real Car with Adversarial Traffic Signs | Jun 30, 2019 | image-classificationImage Classification | —Unverified | 0 |
| NetTailor: Tuning the Architecture, Not Just the Weights | Jun 29, 2019 | Continual LearningObject Recognition | CodeCode Available | 0 |
| Universal Litmus Patterns: Revealing Backdoor Attacks in CNNs | Jun 26, 2019 | Traffic Sign Recognition | CodeCode Available | 0 |
| Regula Sub-rosa: Latent Backdoor Attacks on Deep Neural Networks | May 24, 2019 | Backdoor AttackTraffic Sign Recognition | —Unverified | 0 |