PMDP: A Framework for Preserving Multiparty Data Privacy in Cloud Computing

Algorithm 1

Sample-and-Aggregate algorithm [37].

Input:

 Dataset , length of the dataset , privacy parameter ,

 clipping range .

Let

Randomly partition into disjoint blocks

for to do

  output of operates on dataset

  If , then

  If , then

end for

return ;