A novel secure vector product for protecting the privacy of data in vertically partitioned dataset

V Sharma, S Bhushan, AK Singh, P Kumar - Proceedings of 3rd …, 2022 - Springer
The contemporary advancements in the field of data collecting, storage and networking have
resulted in data being saved and kept at many locations. Data mining methods allow hidden …

Federated Learning for Protecting Medical Data Privacy

AR Punreddy - 2023 - scholarworks.sjsu.edu
Deep learning is one of the most advanced machine learning techniques, and its
prominence has increased in recent years. Language processing, predictions in medical …

Improved Privacy Conservation Applicability for the Disturbed Data in Multi Partitioned Data Collection Environment

VS Prakash, K Chitra, S Yuvaraj - 2022 3rd International …, 2022 - ieeexplore.ieee.org
The perturbation technique was widely considered for the protection of the privacy for
different datasets in data mining. Multi-partitioned datasets generally consist of together …

Best feature selection for horizontally distributed private biomedical data based on genetic algorithms

B Tarik, E Zakaria - Research Anthology on Multi-Industry Uses of …, 2021 - igi-global.com
Due to the growing success of machine learning in the healthcare domain, medical
institutions are striving to share their patients' data in the intention to build more accurate …

[PDF][PDF] Privacy preservation in the cloud: current solutions and open issues

SF Sabbeh - International Journal of Computer Trends and …, 2017 - researchgate.net
Ssabbeh@ Kau. edu. sa abstract—Preserving data privacy is among the key challenges that
still hamper answering business data integration needs in many sectors, including …

[DOC][DOC] Enhanced Applicability of Privacy Preservation for perturbed Data in Multi-Partitioned Data set

VS Prakash, A Shanmugam - International Journal of Soft …, 2014 - researchgate.net
The perturbation technique has been widely considered for privacy preserving in data
mining for different datasets. Generally, Multi-partitioned datasets comprises of both vertical …

[CITATION][C] Enhanced Privacy With Disrupted Data By Choosing Features

VS Prakash - Turkish Journal of Computer and Mathematics …, 2021