A new design of intrusion detection in IoT sector using optimal feature selection and high ranking-based ensemble learning model
B Gopalakrishnan, P Purusothaman - Peer-to-Peer Networking and …, 2022 - Springer
Abstract Internet of Things (IoT) is a significant area in the digital era for the purpose of data
collection and transferring them on the network without the help of a human, which shows …
collection and transferring them on the network without the help of a human, which shows …
A novel intrusion detection approach using machine learning ensemble for IoT environments
The Internet of Things (IoT) has gained significant importance due to its applicability in
diverse environments. Another reason for the influence of the IoT is its use of a flexible and …
diverse environments. Another reason for the influence of the IoT is its use of a flexible and …
IoT intrusion detection model based on gated recurrent unit and residual network
G Zhao, C Ren, J Wang, Y Huang, H Chen - Peer-to-Peer Networking and …, 2023 - Springer
The sample data of the existing intrusion detection models of the Internet of Things has
defects such as class imbalance and insufficient feature extraction, which leads to low …
defects such as class imbalance and insufficient feature extraction, which leads to low …
Optimization of predictive performance of intrusion detection system using hybrid ensemble model for secure systems
Network intrusion is one of the main threats to organizational networks and systems. Its
timely detection is a profound challenge for the security of networks and systems. The …
timely detection is a profound challenge for the security of networks and systems. The …
Retracted article: mobile network intrusion detection for IoT system based on transfer learning algorithm
L Deng, D Li, X Yao, H Wang - Cluster Computing, 2019 - Springer
The open deployment environment and limited resources of the Internet of things (IoT) make
it vulnerable to malicious attacks, while the traditional intrusion detection system is difficult to …
it vulnerable to malicious attacks, while the traditional intrusion detection system is difficult to …
[PDF][PDF] Modified Metaheuristics with Weighted Majority Voting Ensemble Deep Learning Model for Intrusion Detection System.
M Ragab, SM Alshammari… - … Systems Science & …, 2023 - cdn.techscience.cn
The Internet of Things (IoT) system has confronted dramatic growth in high dimensionality
and data traffic. The system named intrusion detection systems (IDS) is broadly utilized for …
and data traffic. The system named intrusion detection systems (IDS) is broadly utilized for …
A novel hybrid autoencoder and modified particle swarm optimization feature selection for intrusion detection in the internet of things network
YK Saheed, AA Usman, FD Sukat… - Frontiers in Computer …, 2023 - frontiersin.org
The Internet of Things (IoT) represents a paradigm shift in which the Internet is connected to
real objects in a range of areas, including home automation, industrial processes, human …
real objects in a range of areas, including home automation, industrial processes, human …
A new ensemble-based intrusion detection system for internet of things
The domain of Internet of Things (IoT) has witnessed immense adaptability over the last few
years by drastically transforming human lives to automate their ordinary daily tasks. This is …
years by drastically transforming human lives to automate their ordinary daily tasks. This is …
An advanced intrusion detection system for IIoT based on GA and tree based algorithms
SM Kasongo - IEEE Access, 2021 - ieeexplore.ieee.org
The evolution of the Internet and cloud-based technologies have empowered several
organizations with the capacity to implement large-scale Internet of Things (IoT)-based …
organizations with the capacity to implement large-scale Internet of Things (IoT)-based …
Hybrid intrusion detection system for wireless IoT networks using deep learning algorithm
The intense growth of wireless communication and the digital revolution have increased the
utilization of Internet of Things (IoT) applications. The number of internet users increase …
utilization of Internet of Things (IoT) applications. The number of internet users increase …