Abstract:Collecting and analysing customers' data plays an essential role in the more intense market competition. It is critical to perform data analysis effectively while ensuring the user's privacy, especially after various privacy regulations are enacted. In this paper, we consider the problem of aggregating the stream data generated from wearable devices in a specific time period in a privacy-preserving manner. Specifically, we adopt the local differential privacy mechanism to provide a strong privacy guarantee for… Show more
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