تصفح حسب الموضوع "Differential privacy"
السجلات المعروضة 1 -- 4 من 4
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An optimizing and differentially private clustering algorithm for mixed data in SDN-based smart grid
( Institute of Electrical and Electronics Engineers Inc. , 2019 , Article)Software-defined network (SDN) is widely used in smart grid for monitoring and managing the communication network. Big data analytics for SDN-based smart grid has got increasing attention. It is a promising approach to use ... -
A Differentially Private Big Data Nonparametric Bayesian Clustering Algorithm in Smart Grid
( IEEE Computer Society , 2020 , Article)Smart systems, including smart grid (SG) and Internet of Things (IoT), have been playing a critical role in addressing contemporary issues. Taking full advantage of the big data generated by the smart grid can enhance the ... -
A Differentially Private Classification Algorithm with High Utility for Wireless Body Area Networks
( Institute of Electrical and Electronics Engineers Inc. , 2020 , Conference Paper)The advancement of the wireless body area networks (WBAN) and sensor technologies allows us to collect a variety of physiological and behavioral data from human body. And appropriate application of machine learning methods ... -
Protecting Your Shopping Preference with Differential Privacy
( Institute of Electrical and Electronics Engineers Inc. , 2021 , Article)Online banks may disclose consumers' shopping preferences due to various attacks. With differential privacy, each consumer can disturb his consumption amount locally before sending it to online banks. However, directly ...