The Quick Way
Right click anywhere on the interface background outside of your image.
From the menu that appears, select the color you want.
I’ve gone with Light Grey.
If you choose Select Custom Color… you can specify any color Photosho supports.
Go to Edit Preferences Interface on Windows or Photoshop Preferences Interface on macOS.