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. 2023 Jan 9;62(Suppl 1):e19–e38. doi: 10.1055/s-0042-1760247

Algorithm 2: Simulation of an AIA.

attacker_data ← real data set of QID known by the attacker
synthetic_data ← synthetic set of data that is publicly available
x_train ← QID of the synthetic set of data
attributes ← List of non QID attributes of the set of data
y_train ← Non QID attributes of the synthetic set of data
for attribute in attributes
 ml_model. train (x_train, y_train[attribute])
 inferred_values ← ml_model. predict (attacker_data)