Research Article

Grid Adaptive Bucketing Algorithm Based on Differential Privacy

Table 2

Error analysis.

Data distributionPartition strategySearch resultNoise errorUniform assumption errorSum of errors

Nonuniform distributionRough division134 + YY134134 + Y
Fine division0 + 4Y4Y04Y

Uniform distributionRough division134 + YY0Y
Fine division134 + 4Y4Y04Y