No, WinGet does not generally protect against this. While PRs to update package versions are verified in some way before going live, the necessary throughput can only be achieved with shallow checks. A determined actor could easily get a malicious update in, once they control the original source.
Other than that, WinGet is mostly just "run setup.exe". It is not a package manager. It's basically MajorGeeks as a mediocre CLI.