[HTML][HTML] A survey on application of machine learning for Internet of Things

L Cui, S Yang, F Chen, Z Ming, N Lu, J Qin - … Journal of Machine Learning …, 2018 - Springer
machine learning for SDN in IoT network. We will review two important aspects, (1) how
machine learning can IoT network management with SDN more easily and effectively; (2) how …

Machine learning for wireless communications in the Internet of Things: A comprehensive survey

J Jagannath, N Polosky, A Jagannath, F Restuccia… - Ad Hoc Networks, 2019 - Elsevier
… notions of machine learning techniques. Then, by adopting a bottom-up approach, we
examine existing work on machine learning for the IoT at the physical, data-link and network layer …

Securing the internet of things and wireless sensor networks via machine learning: A survey

M Mamdouh, MAI Elrukhsi… - … Conference on Computer …, 2018 - ieeexplore.ieee.org
… address such challenges is machine learning. Machine learning inspires many solutions to
… attack both IoT and WSNs and the machine learning techniques developed to counter them. …

From cloud down to things: An overview of machine learning in internet of things

F Samie, L Bauer, J Henkel - IEEE Internet of Things Journal, 2019 - ieeexplore.ieee.org
… The reasons are the huge workload on the IoT network and the … Machine learning (ML) is
a key enabling means for IoT which … , “Unsupervised machine learning in 5G networks for low …

[HTML][HTML] A machine learning-based intrusion detection for detecting internet of things network attacks

YK Saheed, AI Abiodun, S Misra, MK Holone… - Alexandria Engineering …, 2022 - Elsevier
… to advance IoT machine learning-based IDS … the network's security, which is presently a
popular topic in IoT security [35]. Hence, this paper aims to present IDS-based machine learning

A review on machine learning trends, application and challenges in internet of things

RR Reddy, C Mamatha… - … international conference on …, 2018 - ieeexplore.ieee.org
… and machine learning makes the apathetic things likes … It has been anticipated that very soon
all the different things that … , cloud computing, machine learning and networking is required …

Intrusion detection system through advance machine learning for the internet of things networks

T Saba, T Sadad, A Rehman, Z Mehmood… - IT …, 2021 - ieeexplore.ieee.org
Network security is the main issue in the Internet of Things networks because most
manufacturers do not focus on security standards during design. The performance of firewalls, …

A machine learning enabled MAC framework for heterogeneous Internet-of-Things networks

B Yang, X Cao, Z Han, L Qian - IEEE Transactions on Wireless …, 2019 - ieeexplore.ieee.org
… MAC framework with machine learning (ML) into HetIoT networks, to achieve coexistence of
… the Neural Network (NN). Based on the implementation of the Neural Network based Predic…

Secure machine learning scenario from big data in cloud computing via internet of things network

CL Stergiou, AP Plageras, KE Psannis… - … of Computer Networks …, 2020 - Springer
… Can machine learning be secure?.” The novel contributions of this work introduce (a) a taxonomy
of different types of attacks on machine learning … to security for machine learning, (d) an …

[HTML][HTML] Machine learning for Internet of Things data analysis: A survey

MS Mahdavinejad, M Rezvan, M Barekatain… - … and Networks, 2018 - Elsevier
… This article assesses the various machine learning methods … of a taxonomy of machine
learning algorithms explaining how … The potential and challenges of machine learning for IoT …