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API

Risk Assessment

SequentialPrivacyFrame

.. currentmodule:: privlib.riskAssessment.sequentialprivacyframe

.. autoclass:: SequentialPrivacyFrame
    :members:

Risk Evaluators

.. automodule:: privlib.riskAssessment.riskevaluators
    :members:

Attacks

.. automodule:: privlib.riskAssessment.attacks
    :members:

Discrimination Discrovery

Discrimination discovery

.. automodule:: privlib.discriminationDiscovery.discrimination_discovery
    :members:

Anonymization

Algorithms

.. automodule:: privlib.anonymization.src.algorithms.algorithm
    :members:


.. automodule:: privlib.anonymization.src.algorithms.anonymization_scheme
    :members:


.. automodule:: privlib.anonymization.src.algorithms.differential_privacy
    :members:


.. automodule:: privlib.anonymization.src.algorithms.k_anonymity
    :members:


.. automodule:: privlib.anonymization.src.algorithms.mdav
    :members:


.. automodule:: privlib.anonymization.src.algorithms.t_closeness
    :members:

Entities

.. automodule:: privlib.anonymization.src.entities.attributes
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset_CSV
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset_DataFrame
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset_SPF
    :members:


.. automodule:: privlib.anonymization.src.entities.record
    :members:


.. automodule:: privlib.anonymization.src.entities.disclosure_risk_result
    :members:


.. automodule:: privlib.anonymization.src.entities.information_loss_result
    :members:

AntiDiscrimination

Algorithms

.. automodule:: privlib.antiDiscrimination.src.algorithms.anonymization_scheme
    :members:


.. automodule:: privlib.antiDiscrimination.src.algorithms.anti_discrimination
    :members:

Entities

.. automodule:: privlib.antiDiscrimination.src.entities.anti_discrimination_metrics
    :members:


.. automodule:: privlib.antiDiscrimination.src.entities.dataset
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset_CSV
    :members:


.. automodule:: privlib.anonymization.src.entities.dataset_DataFrame
    :members:


.. automodule:: privlib.anonymization.src.entities.record
    :members: