Privately Publishing Internet of Things Data: Bring Personalized Sampling Into Differentially Private Mechanisms
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2021.3089518
Abstract: Massive Internet of Things (IoT) data sets are possessed by big institutions serving daily life because IoT devices are widely used in our daily life such as wearable devices and smart home devices. Publishing these… read more here.
Keywords: personalized sampling; private mechanisms; internet things; data sets ... See more keywords
Constrained Private Mechanisms for Count Data
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2019.2912179
Abstract: Concern about how to aggregate sensitive user data without compromising individual privacy is a major barrier to greater availability of data. Differential privacy has emerged as an accepted model to release sensitive information while giving… read more here.
Keywords: private mechanisms; count; constrained private; count data ... See more keywords