IEEE

Research on Traffic Classification and Identification of Network Abnormalities based on Deep Learning Algorithms

Abstract: In an increasingly complex network environment, accurately and effectively identifying abnormal network traffic has become a key challenge in ensuring network security. Traditional manual ...
IEEE

Research on anti-UAV detection algorithm based on convolutional neural network

Abstract: In this paper, a novel Convolutional Accelerated Gradient (CAG) algorithm is proposed, which combines convolutional neural network (CNN) with Nesterov Accelerated Gradient (NAG) optimization ...