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ARX – Data Anonymization Tool – A comprehensive software for privacy . . . ARX is a comprehensive open source software for anonymizing sensitive personal data It supports a wide variety of (1) privacy and risk models, (2) methods for transforming data and (3) methods for analyzing the usefulness of output data
ARX - Open Source Data Anonymization Software - GitHub ARX is a comprehensive open source software for anonymizing sensitive personal data It has been designed from the ground up to provide high scalability, ease of use and a tight integration of the many different aspects relevant to data anonymization
ARX - A Comprehensive Tool for Anonymizing Biomedical Data To overcome these limitations we present ARX, a comprehensive open-source data anonymization framework that implements a simple three-step process It provides support for all common privacy criteria, as well as for arbitrary combinations
Flexible data anonymization using ARX—Current status and challenges . . . In this work, we describe how we have extended an open source data anonymization tool to support almost arbitrary combinations of a wide range of techniques in a scalable manner We then review the spectrum of methods supported and discuss their compatibility within the novel framework
Protect Your Data with ARX Data Anonymization Tool ARX is a comprehensive software tool designed for anonymizing tabular data, with a focus on mHealth data in medical research It offers a wide range of anonymization methods, including K-anonymity and differential privacy, ensuring a high degree of protection against re-identification risks
Downloads – ARX – Data Anonymization Tool The ARX graphical anonymization tool is a platform-independent Java SWT application We provide self-contained binary installers, as well as executable jar files
Overview of supported anonymization methods ARX is an open source tool for transforming structured (i e tabular) personal data using selected methods from the broad areas of data anonymization and statistical disclosure control
Putting Statistical Disclosure Control into Practice: The ARX Data . . . ARX is highly scalable and allows for anonymizing datasets with several millions of records on commodity hardware Moreover, it offers a comprehensive graphical user interface with wizards and visualizations that guide users through different aspects of the anonymization process
Enhancing Patient Privacy with Open-Source Data Anonymization Tools . . . Data anonymization strips personally identifiable information (PII) from datasets This means even if data falls into the wrong hands, patients’ identities remain protected It enables healthcare providers to: Share data responsibly with researchers, developers, or third-party services