Research Article

QuPiD Attack: Machine Learning-Based Privacy Quantification Mechanism for PIR Protocols in Health-Related Web Search

Table 4

Average dataset instances (queries).

DatasetGroupTotal dataTraining dataTesting data

NoisyGroup 1777.55513.183264.37
Group 21215.15801.99413.15
Group 31752.451156.62595.833
Group 42332.11539.18792.91
Group 52718.31794.08924.22

CleanGroup 1509.55336.30173.25
Group 2820.95541.83279.12
Group 31132747.12384.88
Group 41367902.22464.78
Group 51611.251063.43547.83