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 …

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 …

Sentinel: A robust intrusion detection system for IoT networks using kernel-level system information

A Cosson, AK Sikder, L Babun, ZB Celik… - Proceedings of the …, 2021 - dl.acm.org
The concept of Internet of Things (IoT) has changed the way we live by integrating
commodity devices with cyberspace to automate our everyday tasks. Nowadays, IoT devices …

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 …

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 …

A novel ensemble of hybrid intrusion detection system for detecting internet of things attacks

A Khraisat, I Gondal, P Vamplew, J Kamruzzaman… - Electronics, 2019 - mdpi.com
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 attention of …

Towards an explainable universal feature set for IoT intrusion detection

MM Alani, A Miri - Sensors, 2022 - mdpi.com
As IoT devices' adoption grows rapidly, security plays an important role in our daily lives. As
part of the effort to counter these security threats in recent years, many IoT intrusion …

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 …

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 …

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 …