Does Adrien Find Out His Dad Is Hawk Moth?

Everyone who has seen The Collector is aware that it has been established that Hawkmoth is Gabriel and Adrien's biological father. And despite the fact that he was able to toss a red herring for our heroes into the episode, it still seems as if his secret is slowly going to escape as more time passes.