  We study the topology of e-mail networks with e-mail addresses as nodes and
e-mails as links using data from server log files. The resulting network
exhibits a scale-free link distribution and pronounced small-world behavior, as
observed in other social networks. These observations imply that the spreading
of e-mail viruses is greatly facilitated in real e-mail networks compared to
random architectures.
