A review of performance, energy and privacy of intrusion detection systems for IoT

J Arshad, MA Azad, R Amad, K Salah, M Alazab… - Electronics, 2020 - mdpi.com
Internet of Things (IoT) forms the foundation of next generation infrastructures, enabling
development of future cities that are inherently sustainable. Intrusion detection for such …

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 …

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 …

Advancing network security in industrial IoT: a deep dive into AI-enabled intrusion detection systems

M Shahin, M Maghanaki, A Hosseinzadeh… - Advanced Engineering …, 2024 - Elsevier
The increasing use of Industrial Internet of Things (IIoT) devices has heightened concerns
about cybersecurity threats, particularly botnet attacks. Traditional internet communication …

An intrusion detection framework for energy constrained IoT devices

J Arshad, MA Azad, MM Abdeltaif, K Salah - Mechanical Systems and …, 2020 - Elsevier
Abstract Industrial Internet of Things (IIoT) exemplifies IoT with applications in
manufacturing, surveillance, automotive, smart buildings, homes and transport. It leverages …

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 …

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

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 …

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 …

IoT-Sentry: A cross-layer-based intrusion detection system in standardized Internet of Things

M Malik, M Dutta, J Granjal - IEEE Sensors Journal, 2021 - ieeexplore.ieee.org
With the widespread expansion of internet connected devices, securing the Internet of
Things (IoT) has become one of the biggest challenges and a crucial issue for ensuring a …

A comprehensive analyses of intrusion detection system for IoT environment

JCS Sicato, SK Singh, S Rathore… - Journal of Information …, 2020 - koreascience.kr
Abstract Nowadays, the Internet of Things (IoT) network, is increasingly becoming a
ubiquitous connectivity between different advanced applications such as smart cities, smart …