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Previously, we considered the activity recognition as the application utility and the identity recognition as the privacy to be protected.
This work proposed a privacy-preserving sensing data sharing solution, which can balance the application utility from data consumers' requests and the privacy concerns from the data contributors.
Although numerous privacy preservation techniques, such as perturbation, encryption, and anonymization, have been proposed to conceal sensitive information, it is usually at the cost of the application utility.
Then, we examine the key factors that may impact the application utility (the accuracy of activity recognition) and the privacy leakage (the accuracy of identity recognition) associated with accelerometer data.
Although inferential privacy [12, 13] can address the data correlation issue, it cannot directly handle the trade-off between utility and privacy, since it focused on protecting the privacy without considering the application utility.
Intensive experiment evaluations on more than one datasets have shown that the proposed visualization scheme can effectively protect users' privacy information other than the identity privacy and can still achieve a high application utility.
Similar(51)
To spur more rebate applications, utilities theorize, they need to help make the process of buying new equipment and applying for rebates simpler and more attractive.
Please feel free to chime in with your favorite cricket and tech-related applications, utilities, and services.
It is a set of applications, utilities, and a proprietary Citrix thin-client protocol that is installed on top of Windows 2000 Server, which already has Terminal Services installed.
Go to "Applications" – "Utilities" – "Grab" to activate the application.
This ultimately is the barometer for an application's utility and/or strength of community.
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