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…

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

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

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. …

[PDF][PDF] Hybrid intrusion detection system for internet of things (IoT)

S Smys, A Basar, H Wang - Journal of ISMAC, 2020 - scholar.archive.org
… ., Intrusion detection system is used to detect such attacks when the network security is
breached. This research work proposed an intrusion detection system for IoT network and detect

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 …

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 …

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

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 allow …

Internet of things intrusion detection: Centralized, on-device, or federated learning?

SA Rahman, H Tout, C Talhi, A Mourad - IEEE Network, 2020 - ieeexplore.ieee.org
… existing works for intrusion detection in IoT, as well as the approaches for FL. Then, we
propose a privacy-preserving federated learning scheme for IoT intrusion detection, followed by a …