Research Article

[Retracted] An Automated Data Desensitisation System Based on the Middle Platform

Table 8

Desensitisation algorithms and weights.

AlgorithmDescriptionExampleWeight

MaskUse symbol “” to replace parts of the data, with the data length unchanged.13088886666 -> 1301, 0, 1
FloorTake an integer0, 0, 0
HashingMap data into a fixed-length string13088886666 -> abcdef0, 0, 1
TruncationCut parts of the data13088886666 -> 1300, 0, 1
ShiftAdd an constant offset13088886666 -> 130888866701, 1, 0
SynthesisSimulate new data to replace the original data13088886666 -> 130110077881, 1, 1
RearrangeSort a column of values upside-down0, 0, 0