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Data Balancing and Hyper-parameter Optimization for Machine Learning Algorithms for Secure IoT Networks

Published • Oct 19, 2022
NobleIDNI3P51W09R64S42
Authors:
Omar Elghalhoud
,
Kshirasagar Naik
,
Marzia Zaman

Abstract

Nowadays, many industries rely on machine learning (ML) algorithms and their ability to learn from existing data to make inferences about new unlabeled data. Applying ML algorithms to the network security domain is not new. However, without proper data pre-processing and proper optimization of the h...

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