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Intrusion Detection System Using Deep Neural Network for In-Vehicle Network Security

A novel intrusion detection system (IDS) using a deep neural network (DNN) is proposed to enhance the security of in-vehicular network. The parameters building the DNN structure are trained with probability-based feature vectors that are extracted from the in-vehicular network packets. For a given p...

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Pubblicato in:PLoS One
Autori principali: Kang, Min-Joo, Kang, Je-Won
Natura: Artigo
Lingua:Inglês
Pubblicazione: Public Library of Science 2016
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Accesso online:https://ncbi.nlm.nih.gov/pmc/articles/PMC4896428/
https://ncbi.nlm.nih.gov/pubmed/27271802
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0155781
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