Exploiting If This Then That and Usage Control obligations for Smart Home security and management

Summary In this article we present an application of the Usage Control paradigm to a Smart Home infrastructure, based on a model extension and structured use of obligations. In the proposed extended model obligations are exploited to enforce two different access revocation time, namely revoke and su...

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Bibliographic Details
Published in:Concurrency and computation 2022-07, Vol.34 (16), p.n/a
Main Authors: Giorgi, Giacomo, La Marra, Antonio, Martinelli, Fabio, Mori, Paolo, Rizos, Athanasios, Saracino, Andrea
Format: Article
Language:English
Subjects:
access control
deep learning
IFTTT
parental control
Smart buildings
Usage Control
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Summary:Summary In this article we present an application of the Usage Control paradigm to a Smart Home infrastructure, based on a model extension and structured use of obligations. In the proposed extended model obligations are exploited to enforce two different access revocation time, namely revoke and suspend. This increases the policy expressiveness and enable to optimize the resource usage. Furthermore, obligations are exploited to send commands via IFTTT to different interconnected Smart Home devices, to impose safety‐relevant behaviors, or to act on policy attributes to implement a self‐healing paradigm for revoked sessions. The article is motivated by a parental control use case where deep learning is used in combination with Usage Control to regulate dynamically viewing rights of a smart‐TV and interactions with interconnected devices. Accuracy and performance experiments show the effectiveness and feasibility of the proposed work.
ISSN:1532-0626
1532-0634
DOI:10.1002/cpe.6189