I have just learned that dot plots (rather similar to recurrence plots) are also interesting tools for network security. During the 23rd Chaos Computer Club Conference in Berlin Dan Kaminsky gave a talk "Black Ops 2006 Viz Edition" where he mentioned and presented dot plots in IT security.
This was also briefly noted in the Chaos Radio Express podcast 70 (2008-01-19).
Norbert