An Efficient Two-Stage Network Intrusion Detection System in the Internet of Things

An Efficient Two-Stage Network Intrusion Detection System in the Internet of Things

Internet of Things (IoT) devices and services provide convenience but face serious security threats. The network intrusion detection system is vital in ensuring the security of the IoT environment. In the IoT environment, we propose a novel two-stage intrusion detection model that combines machine l...

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Bibliographic Details
Main Authors: Hongpo Zhang, Bo Zhang, Lulu Huang, Zhaozhe Zhang, Haizhaoyang Huang
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Information
Subjects:
internet of things
network intrusion detection
convolutional neural network
class imbalance
LightGBM
Online Access:https://www.mdpi.com/2078-2489/14/2/77

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https://www.mdpi.com/2078-2489/14/2/77

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