Minimizing incident response time in real-world scenarios using quantum computing

Author:

Serrano Manuel A.,Sánchez Luis E.,Santos-Olmo Antonio,García-Rosado David,Blanco Carlos,Barletta Vita Santa,Caivano Danilo,Fernández-Medina Eduardo

Abstract

AbstractThe Information Security Management Systems (ISMS) are global and risk-driven processes that allow companies to develop their cybersecurity strategy by defining security policies, valuable assets, controls, and technologies for protecting their systems and information from threats and vulnerabilities. Despite the implementation of such management infrastructures, incidents or security breaches happen. Each incident has associated a level of severity and a set of mitigation controls, so in order to restore the ISMS, the appropriate set of controls to mitigate their damage must be selected. The time in which the ISMS is restored is a critical aspect. In this sense, classic solutions are efficient in resolving scenarios with a moderate number of incidents in a reasonable time, but the response time increases exponentially as the number of incidents increases. This makes classical solutions unsuitable for real scenarios in which a large number of incidents are handled and even less appropriate for scenarios in which security management is offered as a service to several companies. This paper proposes a solution to the incident response problem that acts in a minimal amount of time for real scenarios in which a large number of incidents are handled. It applies quantum computing, as a novel approach that is being successfully applied to real problems, which allows us to obtain solutions in a constant time regardless of the number of incidents handled. To validate the applicability and efficiency of our proposal, it has been applied to real cases using our framework (MARISMA).

Funder

Ministerio de Ciencia, Innovación y Universidades

Universidad de Castilla la Mancha

Publisher

Springer Science and Business Media LLC

Subject

Safety, Risk, Reliability and Quality,Software

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. A Perspective on the Interplay Between 5G and Quantum Computing for Secure Algorithm and Software Engineering;Product-Focused Software Process Improvement;2023-12-02

2. MaREA: Multi-class Random Forest for Automotive Intrusion Detection;Product-Focused Software Process Improvement;2023-12-02

3. Quantum as a Service Architecture for Security in a Smart City;Communications in Computer and Information Science;2023

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