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 develo** fields in …

Internet of Things security: A survey

FA Alaba, M Othman, IAT Hashem, F Alotaibi - Journal of Network and …, 2017 - Elsevier
Abstract The Internet of things (IoT) has recently become an important research topic
because it integrates various sensors and objects to communicate directly with one another …

Machine learning based solutions for security of Internet of Things (IoT): A survey

SM Tahsien, H Karimipour, P Spachos - Journal of Network and Computer …, 2020 - Elsevier
Over the last decade, IoT platforms have been developed into a global giant that grabs every
aspect of our daily lives by advancing human life with its unaccountable smart services …

Role of machine learning and deep learning in securing 5G-driven industrial IoT applications

P Sharma, S Jain, S Gupta, V Chamola - Ad Hoc Networks, 2021 - Elsevier
Abstract The Internet of Things (IoT) connects millions of computing devices and has set a
stage for future technology where industrial use cases like smart cities and smart houses will …

State-of-the-art review on IoT threats and attacks: Taxonomy, challenges and solutions

RR Krishna, A Priyadarshini, AV Jha, B Appasani… - Sustainability, 2021 - mdpi.com
The Internet of Things (IoT) plays a vital role in interconnecting physical and virtual objects
that are embedded with sensors, software, and other technologies intending to connect and …

Privacy enhancing technologies in the Internet of Things: Perspectives and challenges

SC Cha, TY Hsu, Y **ang… - IEEE Internet of Things …, 2018 - ieeexplore.ieee.org
Internet of Things (IoT) devices have brought much efficiency and convenience to our daily
life. However, the devices may collect a myriad of data from people without their consent …

Survey of distributed and decentralized IoT securities: approaches using deep learning and blockchain technology

A Falayi, Q Wang, W Liao, W Yu - Future Internet, 2023 - mdpi.com
The Internet of Things (IoT) continues to attract attention in the context of computational
resource growth. Various disciplines and fields have begun to employ IoT integration …

Privacy of the internet of things: a systematic literature review (extended discussion)

N Aleisa, K Renaud - arxiv preprint arxiv:1611.03340, 2016 - arxiv.org
The Internet of Things' potential for major privacy invasion is a concern. This paper reports
on a systematic literature review of privacy-preserving solutions appearing in the research …

Adaptive Physical-Layer Authentication for IoT in MIMO Communication Systems Using Support Vector Machine

M Abdrabou, TA Gulliver - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) devices have become ubiquitous due to the prevalence of the
Internet. However, the open nature of wireless networks makes them susceptible to spoofing …

Privacy-aware IoT: State-of-the-art and challenges

S Tokas, G Erdogan, K Stølen - Proceedings of the 9th …, 2023 - sintef.brage.unit.no
The consumer IoT is now prevalent and creates an enormous amount of fine-grained,
detailed information about consumers' everyday actions, personalities, and preferences …