A Deep Learning Approach for Network Intrusion Detection System

A Deep Learning Approach for Network Intrusion Detection System

A Network Intrusion Detection System (NIDS) helps system administrators to detect network security breaches in their organizations. However, many challenges arise while developing a flexible and efficient NIDS for unforeseen and unpredictable attacks. We propose a deep learning based approach for de...

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Bibliographic Details
Main Authors: Ahmad Javaid, Quamar Niyaz, Weiqing Sun, Mansoor Alam
Format: Article
Language:English
Published: European Alliance for Innovation (EAI) 2016-12-01
Series:EAI Endorsed Transactions on Security and Safety
Subjects:
network security
nids
deep learning
sparse autoencoder
nsl-kdd
Online Access:http://eudl.eu/doi/10.4108/eai.3-12-2015.2262516

Internet

http://eudl.eu/doi/10.4108/eai.3-12-2015.2262516

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