arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.03841cs.CRcs.DCcs.LGcs.NI
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Canopy:一种可验证的灵巧家庭隐私保护令牌环通信协议

Canopy: A Verifiable Privacy-Preserving Token Ring based Communication Protocol for Smart Homes

Augusta University(奥古斯塔大学);University of California, Irvine(加州大学欧文分校)

Nisha Panwar, Shantanu Sharma, Guoxi Wang, Sharad Mehrotra, Nalini Venkatasubramanian

摘要:

本文重点讨论了灵巧家庭中出现的新的隐私挑战。具体来说,本文的重点是推断用户的活动-这可能反过来导致用户的隐私-通过设备活动和网络流量分析的推断。我们开发了基于由灵巧家庭设备组成的环形网络中的加密安全令牌循环的技术,以防止通过设备工作流,即,从设备致动的协调序列推断。该解决方案隐藏了设备活动和相应的通道活动,从而保留了个人的活动。我们还扩展了我们的解决方案,以处理大量的设备和设备,产生大规模的数据,通过实施并行环。我们的实验还评估了所提出的方法和所获得的隐私的通信开销方面的性能。

英文摘要:

This paper focuses on the new privacy challenges that arise in smart homes. Specifically, the paper focuses on inferring the user's activities -- which may, in turn, lead to the user's privacy -- via inferences through device activities and network traffic analysis. We develop techniques that are based on a cryptographically secure token circulation in a ring network consisting of smart home devices to prevent inferences from device activities, via device workflow, i.e., inferences from a coordinated sequence of devices' actuation. The solution hides the device activity and corresponding channel activities, and thus, preserve the individual's activities. We also extend our solution to deal with a large number of devices and devices that produce large-sized data by implementing parallel rings. Our experiments also evaluate the performance in terms of communication overheads of the proposed approach and the obtained privacy.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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