For example, it could become an installer.exe, or just the sha256 hash of the binary. In that case, the binary ninja debugger would used to place the breakpoint using the file name, e.g., bp ...
In the past, when I have attempted to debug by attaching to a process, the "process picker" has presented me with a list of running processes to attach to. This no longer happens - in fact, nothing ...