Illegal Network Identification Optimization Based on Convolutional Neural Network
Weibin Chen, Jinhua Yang · Proceedings of the 2018 International Conference on Network, Communication, Computer Engineering (NCCE 2018) · 2018
Convolutional neural network (CNN) was a widely used algorithm for image classification in the field of computer vision.At present, in terms of identification of illegal web pages, the main application methods rely on manpower too much, which is a costly and time-consuming method.This paper will apply the CNN algorithm to the identification of illegal networks, build a CNN algorithm framework on the server side of browsers and web pages.It can also use CNN's outstanding performance in image classification to classify images of illegal websites and conducts realtime data on illegal websites.This paper will introduce the CNN algorithm characteristics from the algorithm structure and function.