Nature

An optimized LSTM-based deep learning model for anomaly network intrusion detection

In the modern age, substantial advancements have been made in the realm of Digital Technology, the Internet of Things (IoT), and diverse portable communication devices. The tremendous proliferation of ...
Nature

A Novel CNN-based Bi-LSTM parallel model with attention mechanism for human activity recognition with noisy data

Human activity recognition 1 is to classify and recognize the movement behaviors by analyzing the information of human activities, which has great commercial value and scientific research significance ...