Minimizing incident response time in real-world scenarios using quantum computing
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Published:2023-05-26
Issue:
Volume:
Page:
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ISSN:0963-9314
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Container-title:Software Quality Journal
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language:en
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Short-container-title:Software Qual J
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
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