Random anonymization of mobile sensor data: Modified Android framework
Random anonymization of mobile sensor data: Modified Android framework
复制标题
移动传感器数据的随机匿名化：修改后的Android框架
DOI：
10.1109/isi.2015.7165968
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发表时间：
2015
期刊：
影响因子：
--
通讯作者：
R. Dantu
中科院分区：
文献类型：
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作者：
Cynthia L. Claiborne;C. Ncube;R. Dantu
随着将移动用户的活动与曾经被视为无害的移动传感器数据进行准确分类的能力不断增强，用户隐私泄露的风险呈指数级上升。目前，移动设备所有者无法控制各种应用程序如何处理其传感器数据的隐私，甚至无法确定服务提供商是敌对的还是值得信赖的。为了解决这些隐私问题，第三方应用程序被设计为允许移动用户控制发送给服务提供商的数据。然而，这些应用程序要求用户设置标志和参数，对发送给请求者的匿名或真实传感器数据施加限制。因此，在本文中，我们引入了一种新的框架 RANDSOM，它将决策从应用程序级别转移到操作系统级别。
With the increasing ability to accurately classify activities of mobile users from what was once viewed as innocuous mobile sensor data, the risk of users compromising their privacy has risen exponentially. Currently, mobile owners cannot control how various applications handle the privacy of their sensor data, or even determine if a service provider is adversarial or trustworthy. To address these privacy concerns, third party applications have been designed to allow mobile users to have control over the data that is sent to service providers. However, these applications require users to set flags and parameters that place restrictions on the anonymized or real sensor data that is sent to the requestor. Therefore, in this paper, we introduce a new framework, RANDSOM, that moves the decision-making from the application level to the operating system level.