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A Hybrid Spectral Clustering and Deep Neural Network Ensemble Algorithm for Intrusion Detection in Sensor Networks

The development of intrusion detection systems (IDS) that are adapted to allow routers and network defence systems to detect malicious network traffic disguised as network protocols or normal access is a critical challenge. This paper proposes a novel approach called SCDNN, which combines spectral c...

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Veröffentlicht in:Sensors (Basel)
Hauptverfasser: Ma, Tao, Wang, Fen, Cheng, Jianjun, Yu, Yang, Chen, Xiaoyun
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2016
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5087489/
https://ncbi.nlm.nih.gov/pubmed/27754380
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s16101701
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