although Qwar1k says there is no difference, technically there is.
I won't tell nobody (like the rest said, is grammatically incorrect) it means "I will tell everybody" but people who are ignorant use it, its a bad habit in America, there are a lot of people who say double negatives while talking "i ain't got none" "I didn't do nothing"
If some one says "I won't tell nobody" they mean they won't tell anyone but its not how they should say it.
I won't tell anybody is correct