You can remove old Images from the Lock Screen Background History in Windows 11/10. Do this if deleted Picture is still showing in Lock Screen.

If your Lock Screen is black, blank, greyed out or you can't change some settings, in Windows 11/10, these fixes from Microsoft may help you.