Methods and tools for healthcare data anonymization: a literature review

O Vovk, G Piho, P Ross - International Journal of General Systems, 2023 - Taylor & Francis
Healthcare is a rapidly evolving field. Such development creates opportunities to provide
better quality, evidence-based treatment, however, increasing privacy violations …

K-anonymity privacy protection algorithm for multi-dimensional data against skewness and similarity attacks

B Su, J Huang, K Miao, Z Wang, X Zhang, Y Chen - Sensors, 2023 - mdpi.com
Currently, a significant focus has been established on the privacy protection of multi-
dimensional data publishing in various application scenarios, such as scientific research …

Privacy mechanisms and evaluation metrics for Synthetic Data Generation: A systematic review

PA Osorio-Marulanda, G Epelde, M Hernandez… - IEEE …, 2024 - ieeexplore.ieee.org
The growth of data publishing, sharing, and mining mechanisms in various fields of industry
and science has led to an increase in the flow of data, making it an important asset that …

Manhattan-based k-member clustering and enhanced rabbit optimization algorithm for k-anonymization in social network

K Sivasankari, KM Maheswari - Multimedia Tools and Applications, 2024 - Springer
Online social networks are becoming more and more popular, according to recent trends.
The user's primary concern is the secure preservation of their data and privacy. A well …