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A service-oriented privacy model for smart home environments.

机译:智能家居环境的面向服务的隐私模型。

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摘要

Smart home technology is an application of ubiquitous computing that equips living environments with different types of sensors, actuators, and appliances under computer control to improve the quality of life for inhabitants. Services such as health and behavior monitoring, personalized customization of home operation, control and automation of the environment, and assistance with physical or mental tasks enable inhabitants to live safer, more comfortable, and more independent lives. Many commercial and research efforts are investigating the vast potential that smart homes and related products provide to assist the activities of daily living. However, the resulting efforts frequently suffer from two main limitations that hinder their widespread use. First, resulting products are usually proprietary, offering closed services that are tailored to specific applications and cannot be easily reused or extended by other services in the smart home. Second, the invasiveness of the technology and use of personal information may allow the privacy of the inhabitants to be violated.;We have previously addressed the privacy issue by calling for a privacy policy-based framework [1][2] to control the collection, storage, use and dissemination of personal information in smart home environments. This framework supports several high level goals, including promoting inhabitant awareness of the abilities of devices/services contained in the smart home space, using privacy policies that express the contextual nature of privacy, providing mechanisms and tool support for the authoring, deployment, enforcement, and auditing of privacy policies, as well as creating and verifying policy models to detect conflicts and incorrect specification of privacy policies. In this thesis, we focus on the modeling and verification of policies by proposing a combination of the service-oriented computing and privacy policy paradigms to create a preliminary privacy model for smart homes. We then offer an example scenario and discuss how we employ model checking techniques to verify various aspects of our proposed policy model. The major contributions of this work are four-fold: (1) We extend the notion of personal privacy to include the control of how household objects are used by smart home services. (2) We introduce the use of service-oriented computing to bind resources to the policy space. (3) We define a novel service-oriented privacy policy model that authorizes both the flow of personally sensitive data and the control of environment objects based on inhabitant preferences and various system contexts. (4) We introduce the use of model checking techniques to verify correctness properties of privacy policy models and their enforcement.;The rest of the paper is organized as follows: section 2 gives background information about smart homes, information privacy, policy-based management in distributed systems, and model checking, section 3 presents existing privacy analyses and policy models, section 4 presents our novel privacy model, section 5 illustrates with an example scenario how model checking can be used to verify our privacy model, and section 6 concludes with discussion and future work. Appendix A contains model implementation files, and Appendix B contains property specification files.
机译:智能家居技术是一种无处不在的计算应用程序,它为生活环境配备了计算机控制下的不同类型的传感器,执行器和设备,以改善居民的生活质量。健康和行为监控,个性化的家庭操作定制,环境的控制和自动化以及身体或精神任务的协助等服务,使居民能够生活得更安全,更舒适,更独立。许多商业和研究工作正在调查智能家居和相关产品为辅助日常生活提供的巨大潜力。然而,所产生的努力经常遭受两个主要限制,这阻碍了它们的广泛使用。首先,生成的产品通常是专有的,提供针对特定应用程序量身定制的封闭服务,并且智能家居中的其他服务无法轻松地重复使用或扩展这些服务。其次,技术的侵入性和个人信息的使用可能使居民的隐私受到侵犯。;我们之前已经通过呼吁基于隐私策略的框架[1] [2]来控制隐私的收集,从而解决了隐私问题。 ,在智能家居环境中存储,使用和传播个人信息。该框架支持多个高层目标,包括提高居民对智能家居空间中包含的设备/服务能力的意识,使用表达隐私上下文性质的隐私策略,为创作,部署,实施,隐私政策的审核,以及创建和验证政策模型以检测冲突和隐私政策规范不正确。在本文中,我们通过提出面向服务的计算和隐私策略范式的组合,为智能家居创建初步的隐私模型,着重于策略的建模和验证。然后,我们提供一个示例方案,并讨论如何使用模型检查技术来验证我们提出的策略模型的各个方面。这项工作的主要贡献有四个方面:(1)我们扩展了个人隐私的概念,以包括对智能家居服务如何使用家用物品的控制。 (2)我们介绍了使用面向服务的计算来将资源绑定到策略空间。 (3)我们定义了一种新颖的面向服务的隐私策略模型,该模型授权基于居民的偏好和各种系统上下文的个人敏感数据流和对环境对象的控制。 (4)我们介绍了使用模型检查技术来验证隐私策略模型的正确性及其实施。;本文的其余部分安排如下:第2节提供了有关智能家居,信息隐私,基于策略的管理的背景信息。在分布式系统和模型检查中,第3节介绍了现有的隐私分析和策略模型,第4节介绍了我们的新型隐私模型,第5节以示例场景说明了如何使用模型检查来验证我们的隐私模型,第6节总结为讨论和未来的工作。附录A包含模型实现文件,附录B包含属性规范文件。

著录项

  • 作者

    Babbitt, Ryan Michael.;

  • 作者单位

    Iowa State University.;

  • 授予单位 Iowa State University.;
  • 学科 Computer Science.
  • 学位 M.S.
  • 年度 2006
  • 页码 74 p.
  • 总页数 74
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类 自动化技术、计算机技术;
  • 关键词

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