An intelligent machine learning based intrusion detection system (IDS) for smart cities networks

MY Ayub, U Haider, A Haider… - … on Smart Cities, 2023 - publications.eai.eu
Abstract INTRODUCTION: Internet of Things (IoT) along with Cloud based systems are
opening a new domain of development. They have several applications from smart homes …

Detection of Cyber Attacks using Machine Learning‎ based Intrusion Detection System for IoT Based Smart‎ Cities

MN Chohan, U Haider, MY Ayub… - … on Smart Cities, 2023 - publications.eai.eu
The world's dynamics is evolving with artificial intelligence (AI) and the results are smart
products. A smart city has smart city is collection of smart innovations powered with AI and …

[PDF][PDF] Lightweight Intrusion Detection System In IoT Networks Using Raspberry pi 3b+.

KM Sai, BB Gupta, CH Hsu, D Peraković - SysCom, 2021 - ceur-ws.org
Abstract The Internet of Things (IoT) has become a new paradigm by integrating a variety of
applications like healthcare, transport, manufacturing and supply chain management. This …

A KNN-based intrusion detection model for smart cities security

M Abdedaime, A Qafas, M Jerry, A Guezzaz - International Conference on …, 2022 - Springer
Currently, information technologies are integrated to acquire, manage, and analyze data
circulated within smart cities networks and systems. With the growth of technologies, security …

An Intelligent Intrusion Detection for Smart Cities Application Based on Random Optimization with Recurrent Network

A Maseleno, D Abdullah, E Satria, FNJ Souisa… - … Applications for Smart …, 2021 - Springer
Regardless of their power, unsecured smart society networks have turned out to be potential
back door entry points. An Artificial Intelligence (AI) detection technique heavily relies on the …

A survey on intrusion detection systems: Types, datasets, machine learning methods for NIDS and challenges

S Walling, S Lodh - 2022 13th International Conference on …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) has grown tremendously in the last few years that adequate
measure concerning security needs to quickly keep up. IoT devices have limited …

Securing the IoT system of smart city against cyber threats using deep learning

T Saba, AR Khan, T Sadad… - Discrete Dynamics in …, 2022 - Wiley Online Library
The idea of a smart city is to connect physical objects or things with sensors, software,
electronics, and Internet connectivity for data communication through the Internet of Things …

A Survey: An Effective Utilization of Machine Learning Algorithms in IoT Based Intrusion Detection System

B Natarajan, S Bose, N Maheswaran… - 2023 12th …, 2023 - ieeexplore.ieee.org
With tremendous advancements in technologies, the life has become easier while on other
end, security issues pose a serious threat. Cyberattacks have increased by multiple folds …

Intrusion detection framework for IoT-based smart environments security

C Hazman, S Benkirane, A Guezzaz, M Azrour… - … Conference on Artificial …, 2022 - Springer
Since of huge progress of Internet of things (IoT) and networking technologies, and the
expanding number of devices linked to the Internet, security and privacy problems must be …

A review on IoT intrusion detection systems using supervised machine learning: Techniques, datasets, and algorithms

AR Abdulla, NGM Jameel - UHD Journal of Science and …, 2023 - journals.uhd.edu.iq
Physical objects that may communicate with one another are referred to “things” throughout
the Internet of Things (IoT) concept. It introduces a variety of services and activities that are …