Yuanyuan Xiong

A lightweight attention-enhanced intrusion detection method for anomalous network traffic analysis

Network intrusion detection in complex traffic environments requires a careful balance between detection performance and computational efficiency, particularly when models are intended for resource-constrained scenarios. Existing deep learning-based intrusion detection methods ca...

Spatial correlation network structure and influencing factors of agricultural ecological efficiency under carbon constraints in China

Agricultural ecological efficiency (AEE) is essential for coordinating agricultural development with carbon reduction and ecological sustainability. This study evaluates the spatiotemporal evolution of AEE in 31 provincial-level units in China from 2007 to 2024 under carbon const...