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DynPolAC: Dynamic Policy-Based Access Control for IoT Systems

机译:DynPolAC:物联网系统基于动态策略的访问控制

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In the near future, Internet-of-Things (IoT) systems will be comprised of autonomous, highly interactive and moving objects that require frequent handshakes to exchange information in time intervals of seconds. Examples of such systems are drones and self-driving cars. In these scenarios, data integrity, confidentiality, and privacy protection are of critical importance. Further, updates need to be processed quickly and with low overheads due to the systems' resource-constrained nature. This paper proposes Dynamic Policy-based Access Control (DynPolAC) as a model for protecting information in such systems. We construct a new access control policy language that satisfies the properties of highly dynamic IoT environments. Our access control engine is comprised of a rule parser and a checker to process policies and update them at run-time with minimum service disruption. DynPolAC achieves more than 7x performance improvements when compared to previously proposed methods for authorization on resource-constrained IoT platforms, and achieves more than 3x faster response times overall.
机译:在不久的将来,物联网(IoT)系统将由自主,高度互动和移动的对象组成,这些对象需要频繁的握手才能在几秒钟的时间间隔内交换信息。这种系统的例子是无人驾驶飞机和自动驾驶汽车。在这些情况下,数据完整性,机密性和隐私保护至关重要。此外,由于系统的资源受限性质,更新需要快速且低开销地进行处理。本文提出了基于动态策略的访问控制(DynPolAC)作为保护此类系统中信息的模型。我们构建了一种新的访问控制策略语言,该语言满足了高度动态的物联网环境的特性。我们的访问控制引擎由规则解析器和检查器组成,用于处理策略并在运行时更新策略,以最大程度地减少服务中断。与先前在资源受限的IoT平台上提出的授权方法相比,DynPolAC的性能提高了7倍以上,总体响应速度提高了3倍以上。

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