3 papers
cs.CY2025
MindFlow: A Network Traffic Anomaly Detection Model Based on MindSpore
Qiuyan Xiang, Shuang Wu, Dongze Wu +2
With the wide application of IoT and industrial IoT technologies, the network structure is becoming more and more complex, and the traffic scale is growing rapidly, which makes the…
cs.LG2025
Frequency-Aware Attention-LSTM for PM Time Series Forecasting
Jiahui Lu, Shuang Wu, Zhenkai Qin +1
To enhance the accuracy and robustness of PM concentration forecasting, this paper introduces FALNet, a Frequency-Aware LSTM Network that integrates frequency-domain decomp…
cs.CR2025
Research on CNN-BiLSTM Network Traffic Anomaly Detection Model Based on MindSpore
Qiuyan Xiang, Shuang Wu, Dongze Wu +2
With the widespread adoption of the Internet of Things (IoT) and Industrial IoT (IIoT) technologies, network architectures have become increasingly complex, and the volume of traff…