Supervised learning‐based DDoS attacks detection: Tuning hyperparameters

Two supervised learning algorithms, a basic neural network and a long short‐term memory recurrent neural network, are applied to traffic including DDoS attacks. The joint effects of preprocessing methods and hyperparameters for machine learning on performance are investigated. Values representing at...

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Bibliographic Details
Main Author: Meejoung Kim
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2019-09-01
Series:ETRI Journal
Subjects:
Online Access:https://doi.org/10.4218/etrij.2019-0156