Anzeige
Erschienen in:
2016 | OriginalPaper | Buchkapitel
Using Multiplex Networks to Model Cybersecurity Attack Profiles
verfasst von : Manesh Pillai, George Karabatis
Erschienen in: On the Move to Meaningful Internet Systems: OTM 2016 Conferences
Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.
Wählen Sie Textabschnitte aus um mit Künstlicher Intelligenz passenden Patente zu finden. powered by
Markieren Sie Textabschnitte, um KI-gestützt weitere passende Inhalte zu finden. powered by
Abstract
Recent research in cybersecurity models the nature of attacks as graphs consisting of nodes that represent attacks and their properties, forming attack profiles. We examine the relationships between attack profiles based on established properties of the attacks to reduce the amount of information present in the graph and make them more applicable to cloud and big data environments. This is done by using multiplex networks, which are constructed based on the individual properties of cyber-attacks and reasoning rules enhanced with semantics and context to generate a multiplex semantic link network (mSLN). This paper presents an approach to generate mSLNs and it is evaluated with specific datasets.