One-Class LSTM Network for Anomalous Network Traffic Detection

One-Class LSTM Network for Anomalous Network Traffic Detection

Artificial intelligence-assisted security is an important field of research in relation to information security. One of the most important tasks is to distinguish between normal and abnormal network traffic (such as malicious or sudden traffic). Traffic data are usually extremely unbalanced, and thi...

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Bibliographic Details
Main Authors: Yanmiao Li, Yingying Xu, Yankun Cao, Jiangang Hou, Chun Wang, Wei Guo, Xin Li, Yang Xin, Zhi Liu, Lizhen Cui
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Applied Sciences
Subjects:
one-class classification
anomaly detection
OC-LSTM
network traffic
Online Access:https://www.mdpi.com/2076-3417/12/10/5051

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https://www.mdpi.com/2076-3417/12/10/5051

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