3 papers
eess.SP2025
T-ADD: Enhancing DOA Estimation Robustness Against Adversarial Attacks
Shilian Zheng, Xiaoxiang Wu, Luxin Zhang +3
Deep learning has achieved remarkable success in direction-of-arrival (DOA) estimation. However, recent studies have shown that adversarial perturbations can severely compromise th…
eess.SP2025
Deep Learning-Based Wideband Spectrum Sensing with Dual-Representation Inputs and Subband Shuffling Augmentation
Shilian Zheng, Zhihao Ye, Luxin Zhang +2
The widespread adoption of mobile communication technology has led to a severe shortage of spectrum resources, driving the development of cognitive radio technologies aimed at impr…
cs.CR2023
AIR: Threats of Adversarial Attacks on Deep Learning-Based Information Recovery
Jinyin Chen, Jie Ge, Shilian Zheng +5
A wireless communications system usually consists of a transmitter which transmits the information and a receiver which recovers the original information from the received distorte…