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Decentralized Information-Flow Control for ROS2

N. Pandya, Himanshu Kumar, Gokulnath M. Pillai, Vinod Ganapathy

发表年份
2024
引用次数
3
访问权限
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摘要

ROS2 is a popular publish/subscribe based middleware that allows developers to build and deploy a widevariety of distributed robotics applications.Unfortunately, ROS2 offers applications poor control over how their data is consumed downstream by other applications.Although decentralized information-flow control (DIFC) offers a solution to this problem, the decentralized and distributed architecture of ROS2 poses new challenges to building a practical DIFC system for ROS2.We present Picaros, a DIFC system tailored for ROS2.Picaros adopts a novel approach to DIFC that casts and solves DIFC's access control problem in the framework of attribute-based encryption (ABE).Picaros's design embraces the unique nature of the ROS2 platform and carefully avoids any centralized elements.This paper presents the design and implementation of Picaros and reports results from our experiments that use Picaros's ABEbased approach for DIFC with ROS2 applications.

关键词

Computer scienceInformation flowFlow control (data)Control (management)Flow (mathematics)Computer networkArtificial intelligenceMathematics

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