Not a guarantee of privacy or anonymity. See: SourceForge. Generally a step in the right direction though.
And, as soon as it's touched, the project maintainers can shut down the SourceForge repos and move on to someplace else.
It's not a guarantee of security, privacy or anonymity, but open source is still your best chance to get any (or all) of the three.