Which one of the following is contrary to the strong form of market efficiency?

a) Stock prices tend to follow a random walk

b) Stock prices fully reflect all publicly available information

c) Stock prices reflect all information both public and private

d) Stock prices react rapidly to the arrival of new information

e) Excess profits can be made by insiders that buy shares using inside information.