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* In practice, a pseudonymization process consists in **replacing directly identifying data (surname, first name, etc.) in a dataset with indirectly identifying data** (alias, number in a filing system, etc.) in order to reduce their sensitivity. They may result from a cryptographic hash of the data of individuals, such as their IP address, user ID, e-mail address.
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* Data resulting from pseudonymization are considered as **personal data and therefore remain subject to the obligations of the DPMR**. However, the European Regulation encourages the use of pseudonymization in the processing of personal data. Moreover, the GDPR considers that pseudonymization makes it possible to reduce the risks for data subjects and to contribute to compliance with the Regulation.
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* Data resulting from pseudonymization are considered as **personal data and therefore remain subject to the obligations of the GDPR**. However, the European Regulation encourages the use of pseudonymization in the processing of personal data. Moreover, the GDPR considers that pseudonymization makes it possible to reduce the risks for data subjects and to contribute to compliance with the Regulation.
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