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 …

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

S Hosseini, SR Sardo - Journal of Reliable Intelligent Environments, 2023 - Springer
network intrusion detection systems are acceptable performance in this volume of data. In this
paper, a hybrid model … This paper introduces the proposed model for IoT intrusion detection

Feature extraction and artificial intelligence-based intrusion detection model for a secure internet of things networks

JB Awotunde, S Misra - Illumination of artificial intelligence in cybersecurity …, 2022 - Springer
… and the application of AI models for security and privacy in IoT-based for a secure
network. The chapter proposes a hybrid AI-model framework for intrusion detection in an IoT-based …

Intrusion detection systems in Internet of Things: A literature review

L Santos, C Rabadao… - 2018 13th Iberian …, 2018 - ieeexplore.ieee.org
… Abstract — The Internet of Things (IoT) is a new model that integrates physical objects and …
It is estimated that a trillion of physical objects will be connected to the Internet until 2022. The …

A survey of intrusion detection in Internet of Things

BB Zarpelão, RS Miani, CT Kawakani… - Journal of Network and …, 2017 - Elsevier
… (IoT) is a new paradigm that integrates the Internet and physical objects belonging to … ,
Intrusion Detection Systems (IDS) have been an important tool for the protection of networks and …

[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
… -based intrusion detection system (ML-IDS) for detecting IoT network … The study [39] proposed
an intrusion detection model that … Additionally, this model was created to detect malicious …

A novel intrusion detection method for internet of things

P Li, Y Zhang - 2019 Chinese control and decision conference …, 2019 - ieeexplore.ieee.org
… of IoT networks. This paper presents an intrusion detection model based on improved Deep
Belief Network (DBN). Through multiple iterations of the genetic algorithm (GA), the optimal …

A novel intrusion detection method based on lightweight neural network for internet of things

R Zhao, G Gui, Z Xue, J Yin, T Ohtsuki… - … Internet of Things …, 2021 - ieeexplore.ieee.org
… METHOD BASED ON LIGHTWEIGHT NEURAL NETWORK … to deploy highly complex
intrusion detection models in IoT devices. Thus, we argue that the NID method for IoT should …

A tree classifier based network intrusion detection model for Internet of Medical Things

K Gupta, DK Sharma, KD Gupta, A Kumar - Computers and Electrical …, 2022 - Elsevier
models for IoMT networks is very challenging. An effort has been made in this work, to design
a tree classifier-based network intrusion detection model for IoMT networks. The … detection

Intrusion detection in industrial internet of things network‐based on deep learning model with rule‐based feature selection

JB Awotunde, C Chakraborty… - … and mobile computing, 2021 - Wiley Online Library
intrusion discovery model for safeguarding the IIoT system against the mischievous activity.
Figure 2 displayed the architecture of the projected model with the training and testing