4 papers
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…
Few-shot Hate Speech Detection Based on the MindSpore Framework
Zhenkai Qin, Dongze Wu, Yuxin Liu +1
The proliferation of hate speech on social media poses a significant threat to online communities, requiring effective detection systems. While deep learning models have shown prom…
MSTIM: A MindSpore-Based Model for Traffic Flow Prediction
Weiqi Qin, Yuxin Liu, Dongze Wu +2
Aiming at the problems of low accuracy and large error fluctuation of traditional traffic flow predictionmodels when dealing with multi-scale temporal features and dynamic change p…
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…