On securing iot from deep learning perspective

Y Otoum, A Nayak - 2020 IEEE Symposium on Computers and …, 2020 - ieeexplore.ieee.org
The extensive growth of the Internet of Things (IoT) has impacted diverse applications,
including smart homes and cities, Intelligent Transport Systems (ITS) and smart factories. IoT …

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 …

Machine and deep learning for iot security and privacy: applications, challenges, and future directions

S Bharati, P Podder - Security and communication networks, 2022 - Wiley Online Library
The integration of the Internet of Things (IoT) connects a number of intelligent devices with
minimum human interference that can interact with one another. IoT is rapidly emerging in …

[HTML][HTML] Securing internet of things using machine and deep learning methods: a survey

A Ghaffari, N Jelodari, S pouralish, N derakhshanfard… - Cluster …, 2024 - Springer
Abstract The Internet of Things (IoT) is a vast network of devices with sensors or actuators
connected through wired or wireless networks. It has a transformative effect on integrating …

Secure and safe iiot systems via machine and deep learning approaches

AS Lalos, AP Kalogeras, C Koulamas, C Tselios… - Security and Quality in …, 2019 - Springer
This chapter reviews security and engineering system safety challenges for Internet of
Things (IoT) applications in industrial environments. On the one hand, security concerns …

A systematic review on Deep Learning approaches for IoT security

L Aversano, ML Bernardi, M Cimitile, R Pecori - Computer Science Review, 2021 - Elsevier
The constant spread of smart devices in many aspects of our daily life goes hand in hand
with the ever-increasing demand for appropriate mechanisms to ensure they are resistant …

A Comprehensive Analysis of Machine Learning and Deep Learning Approaches towards IoT Security

VS Desanamukula, MA Priyadarshini… - … on Electronics and …, 2023 - ieeexplore.ieee.org
Through the IoT, millions of smart devices may be networked together and set to
automatically exchange information with one another. By 2022, the number of connected …

Machine learning in IoT security: Current solutions and future challenges

F Hussain, R Hussain, SA Hassan… - … Surveys & Tutorials, 2020 - ieeexplore.ieee.org
The future Internet of Things (IoT) will have a deep economical, commercial and social
impact on our lives. The participating nodes in IoT networks are usually resource …

A Review of IoT Security: Machine Learning and Deep Learning Perspective

K Dubey, R Dubey, S Panedy, S Kumar - Procedia Computer Science, 2024 - Elsevier
Abstract The Internet of Things (IoT) gives the ability to people and machines to interact and
learn from billions of items, including sensors, actuators, services, and other things that are …

A review on machine learning techniques for secure IoT networks

A Qureshi, MA Qureshi, HA Haider… - 2020 IEEE 23rd …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is the major technology of the 4 th industrial revolution in which
various types of devices are connected together to work smartly without the intervention of …