Internet of Things: A survey on machine learning-based intrusion detection approaches

KAP Da Costa, JP Papa, CO Lisboa, R Munoz… - Computer Networks, 2019 - Elsevier
In the world scenario, concerns with security and privacy regarding computer networks are
always increasing. Computer security has become a necessity due to the proliferation of …

Secure and energy efficient-based E-health care framework for green internet of things

M Kaur, D Singh, V Kumar, BB Gupta… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
This paper proposes a secure and energy-efficient Internet of Things (IoT) model for e-
health. The main objective is to secure the transmission and retrieval of biomedical images …

An overview of Internet of Things (IoT): Architectural aspects, challenges, and protocols

BB Gupta, M Quamara - Concurrency and Computation …, 2020 - Wiley Online Library
Understanding of any computing environment requires familiarity with its underlying
technologies. Internet of Things (IoT), being a new era of computing in the digital world, aims …

DL‐IDS: a deep learning–based intrusion detection framework for securing IoT

Y Otoum, D Liu, A Nayak - Transactions on Emerging …, 2022 - Wiley Online Library
Abstract The Internet of Things (IoT) is comprised of numerous devices connected through
wired or wireless networks, including sensors and actuators. Recently, the number of IoT …

[HTML][HTML] Internet of things and ransomware: Evolution, mitigation and prevention

M Humayun, NZ Jhanjhi, A Alsayat… - Egyptian Informatics …, 2021 - Elsevier
Internet of things architecture is the integration of real-world objects and places with the
internet. This booming in technology is bringing ease in our lifestyle and making formerly …

A comprehensive review on secure routing in internet of things: Mitigation methods and trust-based approaches

SM Muzammal, RK Murugesan… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
Internet of Things (IoT) is a network of “things,” connected via Internet, to collect and
exchange data. These “things” can be sensors, actuators, smartphones, wearables …

The rise of ransomware and emerging security challenges in the Internet of Things

I Yaqoob, E Ahmed, MH ur Rehman, AIA Ahmed… - Computer Networks, 2017 - Elsevier
With the increasing miniaturization of smartphones, computers, and sensors in the Internet of
Things (IoT) paradigm, strengthening the security and preventing ransomware attacks have …

[PDF][PDF] Attack and anomaly detection in iot networks using machine learning techniques: A review

SH Haji, SY Ameen - Asian J. Res. Comput. Sci, 2021 - researchgate.net
ABSTRACT The Internet of Things (IoT) is one of today's most rapidly growing technologies.
It is a technology that allows billions of smart devices or objects known as" Things" to collect …

Intrusion detection system for the internet of things based on blockchain and multi-agent systems

C Liang, B Shanmugam, S Azam, A Karim, A Islam… - Electronics, 2020 - mdpi.com
With the popularity of Internet of Things (IoT) technology, the security of the IoT network has
become an important issue. Traditional intrusion detection systems have their limitations …

Federated deep learning for anomaly detection in the internet of things

X Wang, Y Wang, Z Javaheri, L Almutairi… - Computers and …, 2023 - Elsevier
Privacy has emerged as a top worry as a result of the development of zero-day hacks
because IoT devices produce and transmit sensitive information through the regular internet …