Evaluation of IDS/IPS

Hello,

I have seen that it is very popular topic here, but even though I would like
to get some extra information (i.e. especially research papers, links to
research group, etc.). 

I am wondering: 
- is there one common framework (something like kddCup,darpa/mit,etc.) which
is currently being used in testing openSource/commercial IDS/IPS systems? 
- have already anyone made such comparison (i.e. between different IDS/IPS
showing their advantages & disadvantages)?? 
- do you know any good scientific way (for me the best would be some links
to research papers) of preparing such data sets?? I just want to get to know
how I could create my own datasets which would be somehow representative and
which can be used to check if new ideas are better than the old one or not
:).

Would be grateful for any detailed information...

Regards, mark
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