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But as the problem has been studied over the years, researchers have found that "there's no one-size-fits-all model for preserving data in the digital age," she added.
So much for preserving data.
Now, we are presenting a taxonomy of the approaches that have been used for preserving data privacy in the cloud.
The major components we proposed as a part of trusted framework are fingerprint-based authentication protocol, authorization protocol for validating access rights and protection gateway for preserving data security and privacy in public cloud.
Banking organization's can make use of this protection gateway for preserving data security and privacy in public cloud, while it still allows the authorized users to perform useful transactions.
Moreover, industrial and research community is beginning to perceive the need to embed the mechanisms for preserving data privacy within the software product and process, as it comes to light from the recent literature.
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In this paper, we propose a new framework for privacy preserving data publishing.
First is the work by H. Li et al., where they developed a hybrid support vector machine (SVM) model for privacy preserving data classification.
Most of the work has been done for handling scalability issue while preserving data privacy for outsourced data i.e. for secure data storage and computation at a third party.
Paper [61] for example, proposed privacy preserving data mining techniques in Hadoop.
Those results can be displayed in the Domeo user interface, which provides tools for curation of annotation results preserving data provenance.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com