Jan 6, 2016 · This approach allows the aggregator to get the exact distribution of the data aggregation and, therefore, enables the aggregator to efficiently ...
People also ask
What are the techniques for privacy preserving data aggregation?
What is sensor data aggregation?
Privacy-preserving data aggregation techniques reduce the energy consumption at each node by lowering the communication overhead while preserving the privacy of ...
Abstract—The proliferation and ever-increasing capabilities of mobile devices such as smart phones give rise to a variety of mobile sensing applications.
This paper studies how an untrusted aggregator in mobile sensing can periodically obtain desired statistics over the data contributed by multiple mobile users, ...
Abstract—Mobile phone sensing provides a promising paradigm for collecting sensing data and has been receiving increasing attention in recent years.
May 17, 2019 · In this paper, we improve the local ∈-differential privacy method for MCS data aggregation to preserve participant privacy and achieve accurate ...
In mobile crowdsensing systems, the public crowd are required to report data with actual locations under location privacy vulnerabilities.
To address these problems, we propose an efficient data aggregation approach by which an untrusted aggregator in mobile sensing can collect the statistics over ...
Duration: 11:36
Posted: Sep 14, 2016
Posted: Sep 14, 2016
Jun 26, 2018 · We develop an auction framework for privacy-preserving data aggregation in mobile crowdsensing, where the platform plays the role as an ...