Reality may sometimes be illusory, but it's not fake. "Fake" implies intentional deception. For reality to be fake, there would need to be a deceiver of Miltonian proportions. If we follow that path very far we'll wind up burning witches at the stake again. Let's just say that reality is real, but it's interpretation is subject to the imperfections of human perception and understanding.