Scenario-based Adaptations of Differential Privacy: A Technical Survey
Differential privacy has been a de facto privacy standard in defining privacy and handling
privacy preservation. It has had great success in scenarios of local data privacy and …
privacy preservation. It has had great success in scenarios of local data privacy and …
A Review of User Profiling Based on Social Networks
The rapid development of the internet and smartphones has enabled people to access
numerous information systems and large volumes of data. User profiling technology can …
numerous information systems and large volumes of data. User profiling technology can …
Cross-network social user embedding with hybrid differential privacy guarantees
Integrating multiple online social networks (OSNs) has important implications for many
downstream social mining tasks, such as user preference modelling, recommendation, and …
downstream social mining tasks, such as user preference modelling, recommendation, and …
Have the cake and eat it too: Differential Privacy enables privacy and precise analytics
R Subramanian - Journal of Big Data, 2023 - Springer
Existing research in differential privacy, whose applications have exploded across functional
areas in the last few years, describes an intrinsic trade-off between the privacy of a dataset …
areas in the last few years, describes an intrinsic trade-off between the privacy of a dataset …
DP-VoicePub: Differential Privacy-based Voice Publication
X Yao, S An - 2023 IEEE International Symposium on Circuits …, 2023 - ieeexplore.ieee.org
The widespread use of voice assistants has generated a vast amount of user voice data,
promoting technologies such as speech recognition but also bringing privacy and security …
promoting technologies such as speech recognition but also bringing privacy and security …
[PDF][PDF] Scenario-Based Adaptations of Differential Privacy: A Technical Survey
Differential Privacy (DP)[45] has been known as a gold standard for data privacy. On one
hand, it defines pairwise secrets not to be distinguishable with the bound of a predefined …
hand, it defines pairwise secrets not to be distinguishable with the bound of a predefined …