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2020-01-28
Hou, Size, Huang, Xin.  2019.  Use of Machine Learning in Detecting Network Security of Edge Computing System. 2019 IEEE 4th International Conference on Big Data Analytics (ICBDA). :252–256.

This study has built a simulation of a smart home system by the Alibaba ECS. The architecture of hardware was based on edge computing technology. The whole method would design a clear classifier to find the boundary between regular and mutation codes. It could be applied in the detection of the mutation code of network. The project has used the dataset vector to divide them into positive and negative type, and the final result has shown the RBF-function SVM method perform best in this mission. This research has got a good network security detection in the IoT systems and increased the applications of machine learning.