Anomaly-Based Intrusion Detection From Network Flow Features Using Variational Autoencoder

The rapid increase in network traffic has recently led to the importance of flow-based intrusion detection systems processing a small amount of traffic data. Furthermore, anomaly-based methods, which can identify unknown attacks are also integrated into these systems. In this study, the focus is con...

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Bibliographic Details
Main Authors: Sultan Zavrak, Murat Iskefiyeli
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9113298/