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Smart Cities' Information Security: Deep Learning-Based Risk Management
| Content Provider | Scilit |
|---|---|
| Author | Abbass, W. Baina, A. Bellafkih, M. |
| Copyright Year | 2021 |
| Description | The rapid growth of the world population is placing a huge strain on the existing infrastructure. Today, urban space is turning into a 'Smart City'. The more cities become “smart”, the more they become open and connected spaces vulnerable to a wide range of risks. Indeed, it is no longer possible not to take ownership of the Smart City system with regard to risks and in particular security risks. The deployment of new technologies at a frantic pace gives an important advantage to the attackers and it therefore becomes essential to put in place a sustainable security policy over time. In order to quickly deal with such large-scale risks, it is necessary to devise a means that is capable of perceiving security threats from a global view. Accordingly, we advocate Explainable Artificial Intelligence (XAI) as a way of transparent decision-making. Indeed, the goal of this chapter is thus to highlight the role of Deep Learning (DL) to manage Smart Cities' security and detail the peculiarities for the security risks identification, analysis, and monitoring. We discuss how to detect the denial-of-service (DoS) attacks and how to develop an effective mitigation strategy by using association rules. It significantly shortens the time intervening from the risk occurrence to risk mitigation. Book Name: Explainable Artificial Intelligence for Smart Cities |
| Related Links | https://api.taylorfrancis.com/content/chapters/edit/download?identifierName=doi&identifierValue=10.1201/9781003172772-19&type=chapterpdf |
| Ending Page | 344 |
| Page Count | 10 |
| Starting Page | 335 |
| DOI | 10.1201/9781003172772-19 |
| Language | English |
| Publisher | Informa UK Limited |
| Publisher Date | 2021-09-16 |
| Access Restriction | Open |
| Subject Keyword | Book Name: Explainable Artificial Intelligence for Smart Cities Decision Making Security Deep Learning Smart City Attacks Risk Occurrence |
| Content Type | Text |
| Resource Type | Chapter |
