Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using Spark

Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using Spark

The emergence of Internet connectivity has led to a significant increase in the volume and complexity of cyber attacks. Abnormal behavior detection systems are valuable tools for ensuring the security in computer networks. However, due to the huge amount and ever increasing diversity of the intrusio...

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Bibliographic Details
Main Authors: Naila Marir, Huiqiang Wang, Guangsheng Feng, Bingyang Li, Meijuan Jia
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Abnormal behavior detection
big data
deep belief networks
deep learning
ensemble classifier
Online Access:https://ieeexplore.ieee.org/document/8486946/

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