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 …

Recent developments in privacy-preserving mining of clinical data

C Desmet, DJ Cook - ACM/IMS Transactions on Data Science (TDS), 2021 - dl.acm.org
With the dramatic improvements in both the capability to collect personal data and the
capability to analyze large amounts of data, increasingly sophisticated and personal insights …

Lightweight privacy-Preserving data classification

NH Tran, NA Le-Khac, MT Kechadi - Computers & Security, 2020 - Elsevier
Internal attacks are of a huge concern, because they are usually delicately masqueraded
under harmless-looking activities, which are very difficult to detect. Machine learning …

Quasi‐Identifier Recognition Algorithm for Privacy Preservation of Cloud Data Based on Risk Reidentification

HO Mansour, MM Siraj, FA Ghaleb… - Wireless …, 2021 - Wiley Online Library
Cloud computing plays an essential role as a source for outsourcing data to perform mining
operations or other data processing, especially for data owners who do not have sufficient …

An effective grou** method for privacy-preserving bike sharing data publishing

ASMT Hasan, Q Jiang, C Li - Future Internet, 2017 - mdpi.com
Bike sharing programs are eco-friendly transportation systems that are widespread in smart
city environments. In this paper, we study the problem of privacy-preserving bike sharing …

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 …

Preserving the Healthcare Data by Using PPDM Technique

KR Devi - Handbook of Research on Complexities, Management …, 2023 - igi-global.com
The recent advancement in technology catalyse the processing of vast amount of data. It
leads to the purpose of extracting and storing those data in an electronic form. Data mining …

[PDF][PDF] A Study on Text Recognition using Image Processing with Datamining Techniques

U Karthikeyan, M Vanitha - International Journal of Computer …, 2019 - researchgate.net
Text recognition is a technique that recognizes text from the paper document in the desired
format (such as. doc or. txt). The text recognition process involves several steps, including …

An information disclosure risk assessment framework for organisational data sharing

SR Ghorashi - 2024 - researchoutput.csu.edu.au
Organisations rely on analytical data to improve decision-making and service delivery, often
sharing this data with external entities, such as research institutes, to acquire collaboration …

Privacy Preserving Techniques in Data Science: A Review

Y Panchal, R Sheikh, KK Sethi… - … on Advances in …, 2024 - ieeexplore.ieee.org
In the field of data science, privacy-preserving methods are essential to guaranteeing the
moral and secure use of data. This extensive overview study offers an in-depth examination …