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 …

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 …

COLIDE: A collaborative intrusion detection framework for Internet of Things

J Arshad, MA Azad, M Mahmoud Abdellatif… - IET …, 2019 - Wiley Online Library
Internet of Things (IoT) represent a network of resource‐constrained sensor devices
connected through the open Internet, susceptible to misuse by intruders. Traditional …

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 signature-based intrusion detection system for the internet of things

P Ioulianou, V Vasilakis, I Moscholios… - Information and …, 2018 - eprints.whiterose.ac.uk
Internet of Things (IoT) is envisioned as a transformative approach with a wide range of
applications in various sectors such as home automation, industrial control, and agriculture …

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 …

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 …

Discover botnets in IoT sensor networks: A lightweight deep learning framework with hybrid self-organizing maps

S Khan, AB Mailewa - Microprocessors and Microsystems, 2023 - Elsevier
In recent years, we have witnessed a massive growth of intrusion attacks targeted at Internet
of things (IoT) devices. Due to inherent security vulnerabilities, it has become an easy target …

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 …

Pulse: an adaptive intrusion detection for the internet of things

E Anthi, L Williams, P Burnap - 2018 - IET
The number of diverse interconnected Internet of Things (IoT) devices keeps increasing
exponentially, introducing new security and privacy challenges. These devices tend to …