This is the technique that “Ready-strip” metal cleaning facilities use. It removes the rust, but I don’t think it removes the paint. How can it? I think what you are experiencing is the thin, black paint the factory applied , which is now flaking off anyway. The commercial strippers remove the grease & paint through other means first, then the part goes into the derusting tank.