I'd reinstall Chrome. My choice would be to use the Chrome installer from Google or the one at Ninite.com
Hi,
I have windows 10 and when I click on my desktop shortcut icon I get
a message on the screen that shows 'chrome_proxy.exe' and tells
me the shortcut has been changed or removed and will no longer work
properly.
Thanks

Chowhound
Comic Vine
GameFAQs
GameSpot
Giant Bomb
TechRepublic