Distributed intrusion detection scheme using dual-axis dimensionality reduction for Internet of things (IoT)

S Gavel, AS Raghuvanshi, S Tiwari - The Journal of Supercomputing, 2021 - Springer
… technique for intrusion detection in an IoT network in this work. The sensor nodes deployed
in an IoT infrastructure are prone to various intrusions. For detecting the intrusions, fast data …

Rpids: Raspberry pi ids—a fruitful intrusion detection system for iot

A Sforzin, FG Mármol, M Conti… - 2016 Intl IEEE …, 2016 - ieeexplore.ieee.org
IoT entities makes traditional security techniques impractical. In this paper, we propose an
intrusion detection architecture for the IoT. … and open source Intrusion Detection System (IDS). …

[PDF][PDF] Intrusion detection systems in internet of things and mobile Ad-Hoc networks.

V Ponnusamy, M Humayun, NZ Jhanjhi… - … Systems Science & …, 2022 - academia.edu
… of deploying intrusion detection system in a wireless environment. Intrusion detection system …
So this paper reviews the traditional wired intrusion detection deployment methods and dis…

Research on intrusion detection based on particle swarm optimization in IoT

J Liu, D Yang, M Lian, M Li - IEEE Access, 2021 - ieeexplore.ieee.org
… more vulnerable to various intrusion attacks. Therefore, it is particularly important to design
an intrusion detection model that guarantees the security, integrity and reliability of the IoT. …

Deep learning in IoT intrusion detection

S Tsimenidis, T Lagkas, K Rantos - Journal of network and systems …, 2022 - Springer
… proposed for intrusion detection, specifically targeting IoT environments. Within the vast
fields of cybersecurity and networked systems, we focus on the topics of intrusion detection, IoT, …

An intrusion detection system for internet of medical things

G Thamilarasu, A Odesile, A Hoang - IEEE Access, 2020 - ieeexplore.ieee.org
… In this section, we first provide a background on Internet of Medical Things and Wireless …
of Internet of Things in healthcare. We then summarize mobile agent based intrusion detection

A lightweight supervised intrusion detection mechanism for IoT networks

S Roy, J Li, BJ Choi, Y Bai - Future Generation Computer Systems, 2022 - Elsevier
intrusion detection mechanisms may not work well for IoT environments. In this paper, we …
a novel intrusion detection model that uses machine learning to effectively detect cyber-…

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
intrusion detection for IoT. Specifically, this paper presents a comprehensive study of existing
intrusion detection systems for IoT … Through extensive study of existing intrusion detection

A comparative analysis of machine learning techniques for IoT intrusion detection

J Vitorino, R Andrade, I Praça, O Sousa… - … on Foundations and …, 2021 - Springer
… The cyber-attacks targeting IoT systems can be divided into two categories: passive and …
of IoT to malicious activity, a reliable intrusion detection is indispensable. An Intrusion Detection

A machine learning based intrusion detection system for mobile Internet of Things

A Amouri, VT Alaparthy, SD Morgera - Sensors, 2020 - mdpi.com
Intrusion detection systems plays a pivotal role in detecting … of networking, namely Internet
of Things (IoT) has emerged recently … The need for an intrusion detection system (IDS) that can …