Welcome to the InfoSci Platform
A Machine Learning-Based Cyber Defence System for an Intelligent City

A Machine Learning-Based Cyber Defence System for an Intelligent City

Jared Piconi, Omaru Maruatona, Alex Ng, A. S. M. Kayes, Paul A. Watters
Copyright: © 2021 |Pages: 29
ISBN13: 9781799850625|ISBN10: 1799850625|ISBN13 Softcover: 9781799857228|EISBN13: 9781799850632
DOI: 10.4018/978-1-7998-5062-5.ch011
Cite Chapter Cite Chapter

MLA

Piconi, Jared, et al. "A Machine Learning-Based Cyber Defence System for an Intelligent City." Developing and Monitoring Smart Environments for Intelligent Cities, edited by Zaigham Mahmood, IGI Global, 2021, pp. 271-299. https://doi.org/10.4018/978-1-7998-5062-5.ch011

APA

Piconi, J., Maruatona, O., Ng, A., Kayes, A. S., & Watters, P. A. (2021). A Machine Learning-Based Cyber Defence System for an Intelligent City. In Z. Mahmood (Ed.), Developing and Monitoring Smart Environments for Intelligent Cities (pp. 271-299). IGI Global. https://doi.org/10.4018/978-1-7998-5062-5.ch011

Chicago

Piconi, Jared, et al. "A Machine Learning-Based Cyber Defence System for an Intelligent City." In Developing and Monitoring Smart Environments for Intelligent Cities, edited by Zaigham Mahmood, 271-299. Hershey, PA: IGI Global, 2021. https://doi.org/10.4018/978-1-7998-5062-5.ch011

Export Reference

Mendeley
Favorite

Abstract

In 2017, a Price Waterhouse report on intelligent cities advised that technology would be a key enabler for efficient management of resources for overpopulated cities. The increased reliance on technology to drive daily lives of people is the main reason why many believe that smart technology is a major part of intelligent cities. By design, intelligent cities are heavily reliant on connected devices. Consequently, reliance on technology poses the risk that any disruption of technology-based services may put human lives in danger. In this context, attacks on technological frameworks can mean attacks on the entire city. Unfortunately, there is no existing technology that is able to successfully defend against such cyberattacks. In this research, the authors review the concepts, principles, and technologies, and propose an approach for a cyber defence system, based on artificial intelligence and machine learning, to detect and prevent an integrated cyberattack.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.