That's bullshit. The aggressor is the one who is invading and bombing another country.
The only reason why Ukraine even wants to get into NATO is because Russia has never stopped viewing it as a core part of its Greater Russia imperial restoration project. This is also why the entire Eastern Europe rushed to NATO as soon as they could - because they didn't want to end up like Ukraine did.