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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.
During the anonymization process, ARX characterizes a solution space of potential transformations of the input dataset. For each solution candidate it is determined whether risk thresholds are met and data quality is quantified according to the given model.
28 wrz 2023 · Data anonymization tools must constantly evolve since attacks are also getting more and more sophisticated. Today, new types of privacy attacks using the power of AI, can reidentify individuals in datasets that are thought of as anonymous.
ARX is a comprehensive open source data anonymization tool aiming to provide scalability and usability. It supports various anonymization techniques, methods for analyzing data quality and re-identification risks and it supports well-known privacy models, such as k-anonymity, l-diversity, t-closeness and differential privacy. - arx-deidentifier/arx
It provides fast identification and anonymization modules for private entities in text and images such as credit card numbers, names, locations, social security numbers, bitcoin wallets, US phone numbers, financial data and more.
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. Installer. The installers were built with BitRocks InstallBuilder. Windows 64-Bit MacOS 64-Bit Linux/GTK 64-Bit. Example Project. This project file can be used to ...
Ready to use. The Lingvanex data anonymization tool converts private data into text with placeholders by masking named entities. This process involves identifying and replacing sensitive information such as names, addresses, and other personal identifiers with generic placeholders, ensuring data privacy and compliance while retaining document ...
