Towards machine learning based IoT intrusion detection service
TA Mohamed, T Otsuka, T Ito - Recent Trends and Future Technology in …, 2018 - Springer
IoT Security is one of the most critical issues when developing, implementing and deploying
IoT platforms. IoT refers to the ability of communication, monitoring and remote control of …
IoT platforms. IoT refers to the ability of communication, monitoring and remote control of …
A Comprehensive Survey on Ensemble Machine Learning Approaches for Detection of Intrusion in IoT Networks
JJ Shirley, M Priya - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
Threats to network security have been increasing leading to severe network attacks such
that a simple firewall will not be sufficient to deter challenging and complicated attacks …
that a simple firewall will not be sufficient to deter challenging and complicated attacks …
Deep reinforcement learning based intrusion detection system with feature selections method and optimal hyper-parameter in IoT environment
S Bakhshad, V Ponnusamy, R Annur… - 2022 International …, 2022 - ieeexplore.ieee.org
The continuous rise of inter-contented Internet of Things (IoT) devices has significantly
increased network traffic, complexity, and the ever-changing Internet environment, making …
increased network traffic, complexity, and the ever-changing Internet environment, making …
Optimizing IoT intrusion detection system: feature selection versus feature extraction in machine learning
Abstract Internet of Things (IoT) devices are widely used but also vulnerable to cyberattacks
that can cause security issues. To protect against this, machine learning approaches have …
that can cause security issues. To protect against this, machine learning approaches have …
Intrusion Attack Detection Using Firefly Optimization Algorithm and Ensemble Classification Model
R Gangula, MM Vutukuru… - Wireless Personal …, 2023 - Springer
In recent decades, the Internet of Things (IoTs) based network intrusion detection (ID)
remains a challenging research topic. Currently, several machine-learning methodologies …
remains a challenging research topic. Currently, several machine-learning methodologies …
[PDF][PDF] Intrusion detection in IoT with logistic regression and artificial neural network: Further investigations on n-baIoT dataset devices
Due to the increasing development and applications of the Internet of Things (IoT), detection
and prevention of intruders into the network and devices has gained much attention in the …
and prevention of intruders into the network and devices has gained much attention in the …
[PDF][PDF] An efficient intrusion detection framework based on embedding feature selection and ensemble learning technique.
FMM Mokbal, D Wang, M Osman, P Yang… - Int. Arab J. Inf …, 2022 - ccis2k.org
Network security has emerged as a crucial universal issue that affects enterprises,
governments, and individuals. The strategies utilized by the attackers are continuing to …
governments, and individuals. The strategies utilized by the attackers are continuing to …
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
The Industrial Internet of Things (IIoT) is a recent research area that links digital equipment
and services to physical systems. The IIoT has been used to generate large quantities of …
and services to physical systems. The IIoT has been used to generate large quantities of …
IoT-based smart environment using intelligent intrusion detection system
G Kalnoor, S Gowrishankar - Soft Computing, 2021 - Springer
One of the most basic characteristic features of every smart device in a network based on the
Internet of Things (IoT) is to gather a larger set of data that has been created and then …
Internet of Things (IoT) is to gather a larger set of data that has been created and then …
An Improved Intrusion Dectection System using BoT-IoT Dataset
B Majhi - 2022 IEEE 11th International Conference on …, 2022 - ieeexplore.ieee.org
Security concern in IoTs is gaining massive attention from researchers. IoT has the power to
transform the world. It is grounded in homes, education, energy, mobiles and many more …
transform the world. It is grounded in homes, education, energy, mobiles and many more …