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Towards Fine-Grained Access Control in Enterprise-Scale Internet-of-Things

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Scalable, fine-grained access control for Internet-of-Things is needed in enterprise environments, where tens of thousands of users need to access smart objects which have a similar or larger order of… Click to show full abstract

Scalable, fine-grained access control for Internet-of-Things is needed in enterprise environments, where tens of thousands of users need to access smart objects which have a similar or larger order of magnitude. Existing solutions offer all-or-nothing access, or require all access to go through a cloud backend, greatly impeding access granularity, robustness and scale. In this paper, we propose Heracles, an IoT access control system which achieves robust, fine-grained access control and responsive execution at enterprise scale. Heracles adopts a capability-based approach using secure, unforgeable tokens that describe the authorizations of users, to either individuals or collections of objects in single or bulk operations. It has a 3-tier architecture to provide centralized policy and distributed execution desired in enterprise environments. Extensive analysis and performance evaluation on a testbed prove that Heracles achieves fine-grained access control and responsive execution at enterprise scale. Compared with systems using access control list, Heracles eliminates or reduces by 10x–100x the updating overhead under frequent changes of subject memberships and policies. Besides, Heracles achieves responsive execution: it takes 0.57 second to access 18 objects which are scattered 1–9 hops away, and execution on a 1-hop or 2-hop object needs only 0.07 or 0.13 second respectively.

Keywords: grained access; enterprise scale; fine grained; access control; access

Journal Title: IEEE Transactions on Mobile Computing
Year Published: 2021

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