Disable Mouse Wheel

I've got a div that I don't want the mouse wheel to work in. If the user wants to scroll down the page, I want them to click and drag the scrollbar. I've tried a few things, but none of them seem to work for this purpose. If possible I'd like this to only target webkit browsers (Chrome and Safari).

Thanks for your help!