May 2023
Intermediate to advanced
336 pages
10h 3m
English
This chapter covers
In the previous chapter we looked into the basic concepts and definition of local differential privacy (LDP), along with its underlying mechanisms and some examples. However, most of those mechanisms are explicitly designed for one-dimensional data and frequency estimation techniques, with direct encoding, histogram encoding, unary encoding, and so on. In this chapter we will extend our discussion further and look at how we can work with multidimensional ...