On Understanding Context Modelling for Adaptive Authentication Systems
Résumé
In many situations, it is of interest for authentication systems to adapt to context ( e.g., when the user’s behavior differs from the previous behavior). Hence, representing the context with appropriate and well-designed models is crucial. We provide a comprehensive overview and analysis of research work on Context Modelling for Adaptive Authentication systems (CM4AA) . To this end, we pursue three goals based on the Systematic Mapping Study (SMS) and Systematic Literature Review (SLR) research methodologies. We first present a SMS to structure the research area of CM4AA ( goal 1 ). We complement the SMS with a SLR to gather and synthesise evidence about context information and its modelling for adaptive authentication systems ( goal 2 ). From the knowledge gained from goal 2, we determine the desired properties of the context information model and its use for adaptive authentication systems ( goal 3 ). Motivated to find out how to model context information for adaptive authentication, we provide a structured survey of the literature to date on CM4AA and a classification of existing proposals according to several analysis metrics. We demonstrate the ability of capturing a common set of contextual features that are relevant for adaptive authentication systems independent from the application domain. We emphasise that despite the possibility of a unified framework, no standard for CM4AA exists.
Mots clés
CCS Concepts: Context-aware systems → Adaptive Authentication Systems • Context Modelling → Authentication Context • Usability
Security → Usable Security Adaptive authentication
context information
user behaviour
systematic literature review
systematic mapping study
CCS Concepts:
Context-aware systems → Adaptive Authentication Systems
• Context Modelling → Authentication Context
• Usability
Domaines
Informatique [cs]
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