I actually tried it for a while once, tying myself up at night. Not to prevent masturbation, though. And I know I'm a little nuts.
It doesn't work. Funny how you can't escape your own biology.
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The desire will just seek another place to try and break through, till you're an emotional wreck and guilty/self-hating to top it off.