A critical review of practices and challenges in intrusion detection systems for IoT: Toward universal and resilient systems

E Benkhelifa, T Welsh… - … communications surveys & …, 2018 - ieeexplore.ieee.org
The Internet-of-Things (IoT) is rapidly becoming ubiquitous. However the heterogeneous
nature of devices and protocols in use, the sensitivity of the data contained within, as well as …

Recent advancements in intrusion detection systems for the internet of things

ZA Khan, P Herrmann - Security and Communication Networks, 2019 - Wiley Online Library
Many Internet of Things (IoT) systems run on tiny connected devices that have to deal with
severe processor and energy restrictions. Often, the limited processing resources do not …

A lightweight supervised intrusion detection mechanism for IoT networks

S Roy, J Li, BJ Choi, Y Bai - Future Generation Computer Systems, 2022 - Elsevier
Abstract As the Internet of Things (IoT) is becoming increasingly popular, we have
experienced more security breaches that are associated with the connection of vulnerable …

[HTML][HTML] Intrusion detection systems for IoT-based smart environments: a survey

MF Elrawy, AI Awad, HFA Hamed - Journal of Cloud Computing, 2018 - Springer
One of the goals of smart environments is to improve the quality of human life in terms of
comfort and efficiency. The Internet of Things (IoT) paradigm has recently evolved into a …

MidSiot: A multistage intrusion detection system for internet of things

N Dat-Thinh, H Xuan-Ninh… - … and Mobile Computing, 2022 - Wiley Online Library
Internet of Things (IoT) has been thriving in recent years, playing an important role in a
multitude of various domains, including industry 4.0, smart transportation, home automation …

[HTML][HTML] A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and …

A Khraisat, A Alazab - Cybersecurity, 2021 - Springer
Abstract The Internet of Things (IoT) has been rapidly evolving towards making a greater
impact on everyday life to large industrial systems. Unfortunately, this has attracted the …

A review on machine learning and deep learning perspectives of IDS for IoT: recent updates, security issues, and challenges

A Thakkar, R Lohiya - Archives of Computational Methods in Engineering, 2021 - Springer
Abstract Internet of Things (IoT) is widely accepted technology in both industrial as well as
academic field. The objective of IoT is to combine the physical environment with the cyber …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
Abstract Internet of Things (IoT) is a new paradigm that integrates the Internet and physical
objects belonging to different domains such as home automation, industrial process, human …

[HTML][HTML] Intrusion detection in internet of things systems: a review on design approaches leveraging multi-access edge computing, machine learning, and datasets

E Gyamfi, A Jurcut - Sensors, 2022 - mdpi.com
The explosive growth of the Internet of Things (IoT) applications has imposed a dramatic
increase of network data and placed a high computation complexity across various …

Deep learning-based intrusion detection for IoT networks

M Ge, X Fu, N Syed, Z Baig, G Teo… - 2019 IEEE 24th …, 2019 - ieeexplore.ieee.org
Internet of Things (IoT) has an immense potential for a plethora of applications ranging from
healthcare automation to defence networks and the power grid. The security of an IoT …