A Nonnegativity-Constraint Sparse Stacked Denoising Autoencoder for Anomaly Detection in Electric Power Communication Network

As the scale of the electric power communication network is getting larger and larger, network security issues are becoming more and more complex. as an effective protection method, network traffic anomaly detection can provide important technical support for network situation awareness. In some cas...

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Bibliographic Details

Published in:	IEEE International Symposium on Broadband Multimedia Systems and Broadcasting pp. 1 - 6
Main Authors:	Tao, Zhuo, Yan, Yong, Yang, Yang, Wang, Yuanyuan, Luo, Jiang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 27.10.2020
Subjects:	Anomaly detection Communication networks few labeled data Multimedia communication Noise reduction nonnegativity-constraint sparse stacked denoising autoencoder parameter transfer learning Power systems Security Telecommunication traffic traffic anomaly detection
ISSN:	2155-5052
Online Access:	Get full text
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