A survey on recent approaches in intrusion detection system in IoTs

A Tabassum, A Erbad, M Guizani - 2019 15th International …, 2019 - ieeexplore.ieee.org
… This paper surveys the IoT architecture, communication protocols, their security issues and
recent Intrusion Detection System (IDS) approaches to identify potential future directions of …

A trust based distributed intrusion detection mechanism for internet of things

ZA Khan, P Herrmann - 2017 IEEE 31st international …, 2017 - ieeexplore.ieee.org
… Therefore, security issues must be considered for the engineering and deployment of IoT
Our approach centers on Intrusion Detection Systems (IDS) that help to retrieve various …

[HTML][HTML] Intrusion detection systems for IoT-based smart environments: a survey

MF Elrawy, AI Awad, HFA Hamed - Journal of Cloud Computing, 2018 - Springer
… The security vulnerabilities in IoT-based systems create security threats that affect smart …
need for intrusion detection systems (IDSs) designed for IoT environments to mitigate IoT-related …

COLIDE: A collaborative intrusion detection framework for Internet of Things

J Arshad, MA Azad, M Mahmoud Abdellatif… - IET …, 2019 - Wiley Online Library
… Within this context, we present an overview of existing efforts for intrusion detection in IoT
and IoT systems, however, we do not include literature items related to intrusion detection in …

A literature review: Intrusion detection systems in internet of things

A Chauhan, R Singh, P Jain - Journal of Physics: Conference …, 2020 - iopscience.iop.org
… and explored the topic of Intrusion detection systems and its application in IoT paradigm. As
… a particular IoT model. These papers were broadly divided into following grains: Detection

An automata based intrusion detection method for internet of things

Y Fu, Z Yan, J Cao, O Koné… - Mobile Information Systems, 2017 - Wiley Online Library
… of IoT networks. In this article, we analyzed the intrusion detection requirements of IoT
networks and then proposed a uniform intrusion detection method for the vast heterogeneous IoT

MidSiot: A multistage intrusion detection system for internet of things

N Dat-Thinh, H Xuan-Ninh… - … and Mobile Computing, 2022 - Wiley Online Library
… In this article, we proposed a distributed intrusion detection system for IoT scenarios, in
which connected devices are not only resource-constraint but also heterogeneous in hardware …

Machine learning based intrusion detection systems for IoT applications

A Verma, V Ranga - Wireless Personal Communications, 2020 - Springer
… We have shown that the classifiers used in this study are suitable for intrusion detection
in IoT applications. First, we analyze the performance results of hold-out validation. Figure 1 …

[HTML][HTML] Towards an effective intrusion detection model using focal loss variational autoencoder for internet of things (IoT)

S Khanam, I Ahmedy, MYI Idris, MH Jaward - Sensors, 2022 - mdpi.com
… in IoT application [24]. Anomaly-based intrusion detection was investigated in order to secure
IoT … The authors in this article analyzed and reported the intrusion detection performance of …

Intrusion detection system for Internet of Things based on a machine learning approach

C Liang, B Shanmugam, S Azam… - … on Vision Towards …, 2019 - ieeexplore.ieee.org
… efficient intrusion detection system for IoT devices. This research will focus on threats of IoT
devices, drawbacks of existing IDS for IoT … that can be used to improve IDS for IoT devices. …