Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1—A New IoT Dataset

Using Embedded Feature Selection and CNN for Classification on CCD-INID-V1—A New IoT Dataset

As Internet of Things (IoT) networks expand globally with an annual increase of active devices, providing better safeguards to threats is becoming more prominent. An intrusion detection system (IDS) is the most viable solution that mitigates the threats of cyberattacks. Given the many constraints of...

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Bibliographic Details
Main Authors: Zhipeng Liu, Niraj Thapa, Addison Shaver, Kaushik Roy, Madhuri Siddula, Xiaohong Yuan, Anna Yu
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
IDS
IoT
deep learning
dataset
feature selection
dimension reduction
Online Access:https://www.mdpi.com/1424-8220/21/14/4834

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https://www.mdpi.com/1424-8220/21/14/4834

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