A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
… Considering that the development of IDSs for IoT represents a significant challenge for
information security researchers, we present a survey about intrusion detection in IoT. Our …

Intrusion detection systems in the Internet of things: A comprehensive investigation

S Hajiheidari, K Wakil, M Badri, NJ Navimipour - Computer Networks, 2019 - Elsevier
intrusion detection approaches to mitigate those attacks are proposed. The paper mentions
that those approaches cannot be able to detect … consumption for intrusion detection. However…

Intrusion detection systems in Internet of Things: A literature review

L Santos, C Rabadao… - 2018 13th Iberian …, 2018 - ieeexplore.ieee.org
… and systems like Intrusion Detection System (IDS) could be used to address that necessity.
… the central concepts of this paper: Intrusion Detection Systems and Internet of Things. …

SVELTE: Real-time intrusion detection in the Internet of Things

S Raza, L Wallgren, T Voigt - Ad hoc networks, 2013 - Elsevier
intrusion detection techniques, we also propose and implement a distributed mini-firewall to
protect 6LoWPAN networks against global attackers from Internetintrusion detection system. …

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
intrusion detection within the Internet of Things context still presents a challenge. As the Internet
… This work, therefore, focused on the newest studies in intrusion detection and intelligent …

Toward a lightweight intrusion detection system for the internet of things

SU Jan, S Ahmed, V Shakhov, I Koo - IEEE access, 2019 - ieeexplore.ieee.org
… An intrusion detection mechanism is considered a chief source of protection for … intrusion
detection methods need to be modified and improved for application to the Internet of Things

Internet of Things intrusion detection systems: a comprehensive review and future directions

A Heidari, MA Jabraeil Jamali - Cluster Computing, 2023 - Springer
… When an intrusion is detected, an IDS sends out an alarm in … , packet analyzer, attack detection,
generation rules, and as … in the intrusion detection engine is important for detecting attack …

[HTML][HTML] A machine learning-based intrusion detection for detecting internet of things network attacks

YK Saheed, AI Abiodun, S Misra, MK Holone… - Alexandria Engineering …, 2022 - Elsevier
… This paper proposes a machine learning-based intrusion detection system (ML-IDS) for
detecting IoT network attacks. The primary objective of this research focuses on applying ML-…

Towards a deep learning-driven intrusion detection approach for Internet of Things

M Ge, NF Syed, X Fu, Z Baig, A Robles-Kelly - Computer Networks, 2021 - Elsevier
Internet of Things (IoT) as a paradigm comes with a range of benefits to humanity. Domains
… In this paper, we propose a novel intrusion detection approach for the IoT, through the …

Internet of things applications, security challenges, attacks, intrusion detection, and future visions: A systematic review

N Mishra, S Pandya - IEEE Access, 2021 - ieeexplore.ieee.org
… of Intrusion Detection Systems, different anomaly detection techniques, various Intrusion
Detection … techniques for data pre-processing and malware detection. In the end, a broader …