Unsupervised Adversarial Examples Detection in Modulation Classification via Model Explanations
- 12 July 2026
- book chapter
- Published by Springer Nature
- p. 462-477
Abstract
No abstract availableKeywords
This publication has 21 references indexed in Scilit:
- Vision Transformer With Adversarial Indicator Token Against Adversarial Attacks in Radio Signal ClassificationsIEEE Internet of Things Journal, 2025
- Adversarial Robust ViT-Based Automatic Modulation Recognition in Practical Deep Learning-Based Wireless Systems2025
- Adversarial Samples Detection Based on Feature Attribution and Contrast in Modulation RecognitionIEEE Communications Letters, 2024
- Countermeasures Against Adversarial Examples in Radio Signal ClassificationIEEE Wireless Communications Letters, 2021
- Exploring Data Correlation between Feature Pairs for Generating Constraint-based Adversarial Examples2020
- Feature Explainable Deep Classification for Signal Modulation Recognition2020
- Adversarial Examples in RF Deep Learning: Detection and Physical Robustness2019
- Over-the-Air Deep Learning Based Radio Signal ClassificationIEEE Journal of Selected Topics in Signal Processing, 2018
- Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization2017
- Deep Residual Learning for Image Recognition2016