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Redfield_Privacy_extension_example

PrivacyAnonymizationRedfieldGDPR
J
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Oct 21, 2019 4:49 PM
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The workflow gives an example of how the Privacy extension nodes are used for data anonymization and risk assessment. A simple example is shown how to anonymize «personal» data taken from computer game FIFA19. Multiple anonymization techniques are used: hashing, generalization, masking etc. In the end of the workflow there goes risk assessment and comparison of original and anonymized data sets. For risk analysis the distinction and separation of quasi-identifiers and different attacker models are estimated.

External resources

  • Redfield
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Used extensions & nodes

Created with KNIME Analytics Platform version 4.0.2
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    KNIME CoreTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.2

    knime
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    KNIME ExpressionsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.1

    knime
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    KNIME JavaScript ViewsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.2

    knime
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    KNIME Quick FormsTrusted extension

    KNIME AG, Zurich, Switzerland

    Version 4.0.2

    knime
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    Redfield Privacy NodesTrusted extension

    Redfield AB

    Version 1.0.0

    redfield

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