A survey of machine and deep learning methods for internet of things (IoT) security

MA Al-Garadi, A Mohamed, AK Al-Ali… - … surveys & tutorials, 2020 - ieeexplore.ieee.org
The Internet of Things (IoT) integrates billions of smart devices that can communicate with
one another with minimal human intervention. IoT is one of the fastest developing fields in the …

Deep learning in security of internet of things

Y Li, Y Zuo, H Song, Z Lv - IEEE Internet of Things Journal, 2021 - ieeexplore.ieee.org
… This article combines existing security research to explore the possibility of deep learning
(DL… to prevent security breach in the Internet of Things,” Internet Things, vol. 14, Sep. 2019, Art. …

Deep learning for the internet of things

S Yao, Y Zhao, A Zhang, S Hu, H Shao, C Zhang… - Computer, 2018 - ieeexplore.ieee.org
… We review a general deep learning framework for this purpose, called DeepSense,1 that …
learning needs of various IoT applications. It demonstrates that certain combinations of deep

Deep learning in the industrial internet of things: Potentials, challenges, and emerging applications

RA Khalil, N Saeed, M Masood, YM Fard… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… and processing methods such as deep learning (DL). Notably, DL … Internet of vessels,” IEEE
Internet Things J., vol. 7, no. 8, pp. … neural network,” IEEE Internet Things J., vol. 6, no. 2, pp. …

Learning IoT in edge: Deep learning for the Internet of Things with edge computing

H Li, K Ota, M Dong - IEEE network, 2018 - ieeexplore.ieee.org
… , deep learning is also appropriate for the edge computing environment. Therefore, in this
article, we first introduce deep learning … the performance of IoT deep learning applications with …

Deep-learning-enabled security issues in the internet of things

Z Lv, L Qiao, J Li, H Song - IEEE Internet of Things Journal, 2020 - ieeexplore.ieee.org
… better than the traditional deep learning algorithms. In conclusion, when deep learning SDAE
is applied … under data physical fusion technology,” IEEE Internet Things J., vol. 7, no. 5, pp. …

Deep learning for Internet of Things data analytics

TJ Saleem, MA Chishti - Procedia computer science, 2019 - Elsevier
… In this regard, investigating the potential of Deep Learning for IoT … Deep Learning for
analyzing data generated from IoT environments. A detailed discussion on various Deep Learning

[HTML][HTML] A review of intrusion detection systems using machine and deep learning in internet of things: Challenges, solutions and future directions

J Asharf, N Moustafa, H Khurshid, E Debie, W Haider… - Electronics, 2020 - mdpi.com
… Machine and deep learning techniques are in this context the most appropriate detective …
This work also covers the analysis of various machine learning and deep learning-based …

Survey on machine learning and deep learning algorithms used in internet of things (IoT) healthcare

S Durga, R Nag, E Daniel - 2019 3rd international conference …, 2019 - ieeexplore.ieee.org
… Moreover, machine learning and deep learning algorithms applied in healthcare domain …
This paper surveys the state of art machine and deep learning algorithms in IoT healthcare. …

[HTML][HTML] Towards deep-learning-driven intrusion detection for the internet of things

G Thamilarasu, S Chawla - Sensors, 2019 - mdpi.com
… an independent IID system aided by deep-learning algorithms. In this … deep learning, which
is a subset of machine learning with increased flexibility and accuracy over classical learning