I don't believe this is possible.. and even advisable since you would be forced to restart the device to quit.
I had the same issues with my son using this ipod touch at 3YOA.. but they learn quick what buttons do and not to press them once they are engaged.
The real problem comes with poorly designed interfaces like my Galaxy tablet that put the home and back buttons right where most movement controls are in games..