Weiqing Huang

Specific Emitter Identification via Variational Mode Decomposition and Histogram of Oriented Gradient

2021

Specific emitter identification (SEI) is a physical-layer-based approach for enhancing wireless communication network security. A well-done SEI method can be widely applied in identifying the individual wireless communication device. In this paper, we propose a …

CTP: Defending Against Data Poisoning in Attack Traffic Detection Based Deep Neural Networks

2023

Deep learning is extensively employed in attack traffic detection, exhibiting outstanding performance. To enhance model effectiveness, security personnel acquires additional traffic data from public sources for training. However, public source data may not always be …