Just to try a safer way of doing it ?
AdminCP > Customization > Themes > Your Theme > Edit HTML & CSS > custom.css
Add the following code.
#elCopyright {
display: none;
}
@Mindless and @polkovnika2
This should hide the whole div that contains the information.