On Windows 11, you can restrict access to the Registry in at least two ways using the Group Policy Editor and, ironically, with the Registry Editor, and here's how.

Open the Start menu and search for regedit then press Enter to open Registry Editor. Navigate to the folder name below (you can copy the text and enter it in the address bar at the top).