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Context-aware access control in ubiquitous computing (CRAAC)

机译:普适计算中的上下文感知访问控制(CRaaC)

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摘要

Ubiquitous computing (UbiComp) envisions a new computing environment, where computing devices and related technology are widespread (i.e. everywhere) and services are provided at anytime. The technology is embedded discreetly in the environment to raise users' awareness. UbiComp environments support the proliferation of heterogeneous devices such as embedded computing devices, personal digital assistants (PDAs), wearable computers, mobile phones, laptops, office desktops (PCs), and hardware sensors. These devices may be interconnected by common networks (e.g. wired, wireless), and may have different levels of capabilities (i.e. computational power, storage, power consumption, etc). They are seamlessly integrated and interoperated to provide smart services (i.e. adaptive services). A UbiComp environment provides smart services to users based on the users' and/or system's current contexts. It provides the services to users unobtrusively and in turn the user's interactions with the environment should be as non-intrusive and as transparent as possible. Access to such smart services and devices must be controlled by an effective access control system that adapts its decisions based on the changes in the surrounding contextual information. This thesis aims at designing an adaptive fine-grained access control solution that seamlessly fits into UbiComp environments. The solution should be flexible in supporting the use of different contextual information and efficient, in terms of access delays, in controlling access to resources with divergent levels of sensitivity. The main contribution of this thesis is the proposal of the Context-Risk-Aware Access Control (CRAAC) model. CRAAC achieves fine-grained access control based upon the risk level in the underlying access environment and/or the sensitivity level of the requested resource object. CRAAC makes new contributions to the access control field, those include 1) introducing the concept of level of assurance based access control, 2) providing a method to convert the contextual attributes values into the corresponding level of assurance, 3) Proposing two methods to aggregate the set of level of assurance into one requester level of assurance, 4) supporting four modes of working each suits a different application context and/or access control requirements, 5) a comprehensive access control architecture that supports the CRAAC four modes of working, and 6) an evaluation of the CRAAC performance at runtime.
机译:普适计算(UbiComp)构想了一个新的计算环境,其中计算设备和相关技术广泛(即无处不在)并且随时提供服务。该技术谨慎地嵌入环境中,以提高用户的意识。 UbiComp环境支持异构设备的扩散,例如嵌入式计算设备,个人数字助理(PDA),可穿戴计算机,移动电话,笔记本电脑,办公室台式机(PC)和硬件传感器。这些设备可以通过公共网络(例如,有线,无线)互连,并且可以具有不同级别的能力(即,计算能力,存储,功耗等)。它们被无缝集成和互操作以提供智能服务(即自适应服务)。 UbiComp环境基于用户和/或系统的当前上下文为用户提供智能服务。它毫不费力地为用户提供服务,并且反过来,用户与环境的交互也应尽可能非侵入性且尽可能透明。对此类智能服务和设备的访问必须由有效的访问控制系统控制,该系统必须根据周围上下文信息的变化来调整其决策。本文旨在设计一种无缝适应UbiComp环境的自适应细粒度访问控制解决方案。该解决方案应灵活支持使用不同的上下文信息,并在访问延迟方面有效地控制敏感度各不相同的资源访问。本文的主要贡献是提出了上下文风险感知访问控制(CRAAC)模型。 CRAAC基于基础访问环境中的风险级别和/或请求的资源对象的敏感度级别,实现了细粒度的访问控制。 CRAAC在访问控制领域做出了新的贡献,包括:1)引入基于保证级别的访问控制的概念; 2)提供一种将上下文属性值转换为相应保证级别的方法; 3)提出两种方法进行汇总一组保证级别到一个请求者保证级别; 4)支持四种工作模式,每种都适合不同的应用程序上下文和/或访问控制要求; 5)一个全面的访问控制体系结构,支持CRAAC的四种工作模式;以及6)在运行时评估CRAAC性能。

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