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Transport and Application Layer DDoS Attacks Detection to IoT Devices by Using Machine Learning and Deep Learning Models

From smart homes to industrial environments, the IoT is an ally to easing daily activities, where some of them are critical. More and more devices are connected to and through the Internet, which, given the large amount of different manufacturers, may lead to a lack of security standards. Denial of...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Josue Genaro Almaraz-Rivera, Jesus Arturo Perez-Diaz, Jose Antonio Cantoral-Ceballos
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI AG 2022-04-01
Schriftenreihe:Sensors
Schlagworte:
class balancing
DDoS attacks
deep learning
DoS attacks
intrusion detection system
IoT networks
Online-Zugang:https://www.mdpi.com/1424-8220/22/9/3367
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