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
… in deep learning methods from the perspective of IoT security. This survey identifies and
compares the opportunities, advantages and shortcomings of various ML/DL methods for IoT

Deep learning for IoT

T Lin - 2020 IEEE 39th International Performance Computing …, 2020 - ieeexplore.ieee.org
… help IoT data analysis more efficient, we propose a retrieval method based on deep learning
(… of how to implementing this framework in IoT settings based on adversarial deep learning. …

Deep learning for intrusion detection and security of Internet of things (IoT): current analysis, challenges, and possible solutions

AR Khan, M Kashif, RH Jhaveri, R Raut… - Security and …, 2022 - Wiley Online Library
… detection are reported in the literature using machine and deep learning. Hence, this section
explores existing techniques and solutions based on deep learning techniques [14, 15]. …

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
deep learning algorithms in IoT healthcare. Keywords— Internet of Things (IoT), Machine
LearningDeep Learning has paved a way for massive breakthroughs in the healthcare field by …

Zero-bias deep learning for accurate identification of Internet-of-Things (IoT) devices

Y Liu, J Wang, J Li, H Song, T Yang… - … Internet of Things …, 2020 - ieeexplore.ieee.org
… trustworthy IoT. In this paper, we propose an enhanced deep learning framework for IoT
to report unseen IoT devices and introduce the zero-bias layer to deep neural networks to …

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
… of deep learning (DL) in upgrading the IoT security architecture, discusses how the IoT can
… Moreover, this article discusses security research in application fields, such as Industrial IoT

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
… Then we discuss the deep learning services for IoT in the edge … IoT deep learning tasks in
edge computing. Then we present the performance evaluation results of deep learning for IoT

DeepThink IoT: the strength of deep learning in internet of things

D Thakur, JK Saini, S Srinivasan - Artificial Intelligence Review, 2023 - Springer
… of Deep Learning (DL) and the Internet of Things (IoT) has … IoT has resulted in significant
advancements in technology by improving the efficiency, security, and user experience of IoT

[HTML][HTML] A hybrid deep learning-driven SDN enabled mechanism for secure communication in Internet of Things (IoT)

D Javeed, T Gao, MT Khan, I Ahmad - Sensors, 2021 - mdpi.com
… system based on multilevel deep learning technology. The … In the future, the authors aim
to utilize hybrid deep learningdeep learning play an essential role in the security of the IoT

Deep learning for intelligent IoT: Opportunities, challenges and solutions

YB Zikria, MK Afzal, SW Kim, A Marin… - Computer …, 2020 - Elsevier
… on deep learning, big data technologies, and IoT security. … of deep learning, big data
technology, and IoT security is the … of deep learning, big data technology, and IoT security for …