You can remap the keyboard shortcut to something harder to accidentally hit in System Preferences > Keyboard > Keyboard Shortcuts > Applications. Then click the plus icon. I used this trick back when Safari didn't ask before quitting with multiple tabs and just confirmed it works in Chrome too.