Comprehensive survey on big data privacy protection
In recent years, the ever-mounting problem of Internet phishing has been threatening the
secure propagation of sensitive data over the web, thereby resulting in either outright …
secure propagation of sensitive data over the web, thereby resulting in either outright …
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions
VS Naresh, M Thamarai - Wiley Interdisciplinary Reviews: Data …, 2023 - Wiley Online Library
Data mining (DM) and machine learning (ML) applications in medical diagnostic systems
are budding. Data privacy is essential in these systems as healthcare data are highly …
are budding. Data privacy is essential in these systems as healthcare data are highly …
A review on privacy-preserving data mining
X Li, Z Yan, P Zhang - 2014 IEEE international conference on …, 2014 - ieeexplore.ieee.org
Data mining has been widely studied and applied into many fields such as Internet of Things
(IoT) and business development. However, data mining techniques also occur serious …
(IoT) and business development. However, data mining techniques also occur serious …
Privacy preserving through fireworks algorithm based model for image perturbation in big data
Nowadays, Social networks and cloud services contain billions of users over the planet.
Instagram, Facebook and other networks give the opportunity to share images. Users upload …
Instagram, Facebook and other networks give the opportunity to share images. Users upload …
Big data privacy preservation using principal component analysis and random projection in healthcare
With the rising usage of technology, a tremendous volume of data is being produced in the
current scenario. This data contains a lot of personal data and may be given to third parties …
current scenario. This data contains a lot of personal data and may be given to third parties …
Investigation on privacy-preserving techniques for personal data
Privacy protection technology has become a crucial part of almost every existing cross-data
analysis application. The privacy-preserving technique allows sharing sensitive personal …
analysis application. The privacy-preserving technique allows sharing sensitive personal …
Classification and evaluation of privacy preserving data mining methods
N Nasiri, MR Keyvanpour - 2020 11th International Conference …, 2020 - ieeexplore.ieee.org
In the recently age, the volume of information is growing exponentially. This data can be
used in several fields such as business, healthcare, cyber security, etc. Extracting useful …
used in several fields such as business, healthcare, cyber security, etc. Extracting useful …
Classification and evaluation of privacy preserving data mining: a review
A Senosi, G Sibiya - 2017 IEEE AFRICON, 2017 - ieeexplore.ieee.org
Due to advances in communication and storage technologies, there is recent exponential
increase in data generated and collected. Data mining has become a necessity to enable …
increase in data generated and collected. Data mining has become a necessity to enable …
Sensitive and private data analysis: A systematic review
SS Zainab, T Kechadi - Proceedings of the 3rd International Conference …, 2019 - dl.acm.org
Each day an extensive amount of data is produced from various organisations, such as e-
commerce, IT, hospitals, retail and supply chain, etc. Due to the expansion of computer …
commerce, IT, hospitals, retail and supply chain, etc. Due to the expansion of computer …
Intelligent privacy preservation electronic health record framework using soft computing
With the recent advancements in the technology, the biggest challenges are to protect the
important sensitive data of electronic health records that are available over web. The real …
important sensitive data of electronic health records that are available over web. The real …