PatchesNet: PatchTST-based multi-scale network security situation prediction
H Yi, S Zhang, D An, Z Liu - Knowledge-Based Systems, 2024 - Elsevier
Abstract Internet of Things (IoT) technology increases connectivity between devices;
however, IoT device networks are less secure, making them highly susceptible to attack …
however, IoT device networks are less secure, making them highly susceptible to attack …
VTion-PatchTST: Elevated PatchTST model for network security situation prediction
S Zhang, H Yi, D An - Computers and Electrical Engineering, 2024 - Elsevier
The rapid development of network attack techniques increases the risk of the internet being
attacked, thus necessitating timely and effective network protection mechanisms. Network …
attacked, thus necessitating timely and effective network protection mechanisms. Network …
基于改进SKNet-SVM 的网络安全态势评估
赵冬梅， 孙明伟， 宿梦月， 吴亚星 - 应用科学学报, 2024 - jas.shu.edu.cn
为提高网络安全态势评估的准确率, 增强稳定性与鲁棒性, 提出一种基于改进选择性卷积核卷积
神经网络和支持向量机的网络安全态势评估模型. 首先, 使用改进选择性卷积核代替传统卷积核 …
神经网络和支持向量机的网络安全态势评估模型. 首先, 使用改进选择性卷积核代替传统卷积核 …