There isn't any option in Chrome specifically to disable this, but you can override it using AutoHotkey.
Take a look at this article (not mine):
https://devblog.dymel.pl/2016/03/18/stop-ctrl-scroll-zoom/
Alternatively I find it happens far less frequently by mistake if you change the scroll mode on the mouse from free wheeling to click mode (if you can).