MIT Laboratory has a nice repository of DARPA Intrusion Detection Data Sets and documentation with extensive examples of attacks and background traffic. Great stuff for the network researcher.
http://www.ll.mit.edu/mission/communications/ist/corpora/ideval/data/index.html
Enjoy!
