Scenario-based Adaptations of Differential Privacy: A Technical Survey

Y Zhao, JT Du, J Chen - ACM Computing Surveys, 2024 - dl.acm.org
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 …

A Review of User Profiling Based on Social Networks

W Wu, M Ghazali, SH Huspi - IEEE Access, 2024 - ieeexplore.ieee.org
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 …

Cross-network social user embedding with hybrid differential privacy guarantees

J Ren, L Jiang, H Peng, L Lyu, Z Liu, C Chen… - Proceedings of the 31st …, 2022 - dl.acm.org
Integrating multiple online social networks (OSNs) has important implications for many
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 …

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 …

[PDF][PDF] Scenario-Based Adaptations of Differential Privacy: A Technical Survey

JIAT DU, J CHEN - researchgate.net
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 …