Exactly how do you know that you are not dreaming right now? Think about films like Inception or The Matrix or The Others or The Sixth Sense.
In each case, the characters have no idea that what they are experiencing is happening all inside their minds.
What does all this suggest about all the things we claim to know through the senses (sight, sound taste, touch, smell)?