[PDF][PDF] Privacy preserving data mining: techniques, classification and implications-a survey

A Shah, R Gulati - Int. J. Comput. Appl, 2016 - academia.edu
Privacy has become crucial in knowledge based applications. Proper integration of
individual privacy is essential for data mining operations. This privacy based data mining is …

Privacy preserving in data mining using hybrid approach

S Lohiya, L Ragha - 2012 Fourth International Conference on …, 2012 - ieeexplore.ieee.org
Data sharing between two organizations is common in many application areas like business
planning or marketing. When data are to be shared between parties, there could be some …

An efficient approach for privacy preserving in data mining

M Sharma, A Chaudhary, M Mathuria… - 2014 International …, 2014 - ieeexplore.ieee.org
In many organizations large amount of data are collected. These data are sometimes used
by the organizations for data mining tasks. However, the data collected may contain private …

Disclosure risk of individuals: a k-anonymity study on health care data related to Indian population

JJ Panackal, AS Pillai… - … Conference on Data …, 2014 - ieeexplore.ieee.org
Many private organizations are reluctant to share the health related information to the
researchers fearing loss of privacy of data. The non availability of data has potential …

Applying data mining techniques to standardized electronic health records for decision support

S Batra, HJ Parashar, S Sachdeva… - 2013 Sixth …, 2013 - ieeexplore.ieee.org
Data Mining is very popular in today's era because it provides access to the information that
is hidden from a normal human being eye. The hidden information that is made available …

[PDF][PDF] Preserving the Privacy of Sensitive Data Using Bit-Coded-Sensitive Algorithm (BCSA).

P Ghann, ED Tetteh, KA Obeng… - Int. J. Recent Contributions …, 2022 - academia.edu
Organizations now deal with massive amounts of data. Data is collected from various points
such as hospitals, credit card companies, and search engines. After collecting this …

Using noise addition method based on pre-mining to protect healthcare privacy

L Liu, K Yang, L Hu, L Li - Journal of Control Engineering and Applied …, 2012 - ceai.srait.ro
With medical device cyber-physical systems being more and more widely used, a lot of
healthcare data are produced, making data sharing for health research a vital requirement …

Transformation approach for boolean attributes in privacy preserving data mining

R Kaur, M Bansal - 2015 1st International Conference on Next …, 2015 - ieeexplore.ieee.org
Data Mining can be seen as the process of extracting hidden patterns from large databases.
In many situations, the extracted patterns can reveal private information that should not be …

An Effective Association Rule-based Algorithm for Privacy Preserving Frequent Itemset Mining

A Pal, I Pal, DSK Das, DK Banerjee - Available at SSRN 4670578, 2023 - papers.ssrn.com
Abstract [enter Abstract Body] Finding hidden patterns in huge data sets is a technique
known as data mining or knowledge discovery. There are several data mining algorithms …

µ-fractal based data perturbation algorithm for privacy protection

J Zhong, V Mirchandani, P Bertok, J Harland - 2012 - aisel.aisnet.org
Many organizations publish anonymous medical data for sociology research, health
research, education and other useful studies. Although attributes that clearly identify …