Chrome browser itself does not offer any search functions - it merely passes the search string to a default search engine (Google, Yahoo, Bing etc). In case of Google and Bing, you have to be logged in to in Google or Bing in order to permanently change "safe search" options.
But - there might be a (unwanted) add-on in your browser that sends your search somewhere else.