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 …

Network intrusion detection based on deep learning method in internet of thing

S Hosseini, SR Sardo - Journal of Reliable Intelligent Environments, 2023 - Springer
… Therefore, network intrusion detection systems are acceptable performance in this volume
… learning and shallow learning is introduced to detect the intrusions in the IoT devices. The …

[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
networks. Companies are increasing their investment in research to improve the detection
of … learning-based intrusion detection system (ML-IDS) for detecting IoT network attacks. The …

Design of intrusion detection system for internet of things based on improved BP neural network

A Yang, Y Zhuansun, C Liu, J Li, C Zhang - Ieee Access, 2019 - ieeexplore.ieee.org
… Internet of Things, this paper puts forward LM-BP neural network model. The LM-BP neural
network model is applied to intrusion detection system, and the intrusion detection flow under …

[HTML][HTML] Rdtids: Rules and decision tree-based intrusion detection system for internet-of-things networks

MA Ferrag, L Maglaras, A Ahmim, M Derdour… - Future internet, 2020 - mdpi.com
… of intrusion detection mechanism, we propose the hierarchical intrusion detection model …
of classifiers are widely used for intrusion detection in networks (maglaras2016combining). …

Intrusion detection systems in Internet of Things: A literature review

L Santos, C Rabadao… - 2018 13th Iberian …, 2018 - ieeexplore.ieee.org
… However, even with those mechanisms, IoT networks still … required and systems like
Intrusion Detection System (IDS) … paper: Intrusion Detection Systems and Internet of Things. …

A novel intrusion detection system for internet of things network security

AK Bediya, R Kumar - … convergence of blockchain, internet of things …, 2023 - igi-global.com
… an intrusion detection system for the IoT network using blockchain. BIoTIDS is able to
detect an intruder in the IoT network and also able to identify DDoS attacks in IoT networks. …

Intrusion detection system through advance machine learning for the internet of things networks

T Saba, T Sadad, A Rehman, Z Mehmood… - IT …, 2021 - ieeexplore.ieee.org
… Therefore, computer and network security are essential and fundamental … intrusion detection
system (IDS) for IoT networks. Therefore, developing efficient IDS is vital to defend network

Network intrusion detection for IoT security based on learning techniques

N Chaabouni, M Mosbah, A Zemmari… - … Surveys & Tutorials, 2019 - ieeexplore.ieee.org
… IoT networks by evaluating existing defense techniques. Our main focus is on network intrusion
… and datasets as well as free and open-source network sniffing software. Then, it surveys, …

A flow-based intrusion detection framework for internet of things networks

L Santos, R Gonçalves, C Rabadao, J Martins - Cluster Computing, 2023 - Springer
… of anomaly and intrusion IoT network traffic identification is an … a new intrusion detection
scheme for Internet of things, that is… its intrusion detection on IoT networks and their components. …