Letdenote the set. For each of the following families of hash functions, say whether or not it is universal, and determine how many random bits are needed to choose a function from the family.
(a) , whereis a fixed prime and
Notice that each of these functions has signaturethat is, it maps a pair of integers into a single integer in.
(b) is as before, except that nowis some fixed power of.
(c) is the set of all functions.