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Pedram Amini has done it again! He has brought us Sulley. Sulley gets its name from the fuzzy character in the movie Monsters, Inc. This tool is truly revolutionary in that it provides not only a great fuzzer and debugger, but also the infrastructure to manage a fuzzing session and conduct postmortem analysis.
Download the latest version of Sulley from http://code.google.com/p/sulley/. Install the Sulley program to a folder in the path of both your host machine and your target virtual machine. This is best done by establishing a shared folder within the target virtual machine and pointing it to the same directory in which you installed Sulley on the host. To make things even easier, you can map the shared folder to a drive letter from within your target virtual machine.