From what I have seen, DEP does not make any logs or messages saying it has blocked something. The only way to check is to add a exception for the program and see if it runs.
I'm not saying it is a DEP issue, but, the very same thing happened to me. When I tried to run a program, it just shuts down with no errors or log in the event viewer and I have been using the program for months before it happened.