There are two outcomes to a multiple choice question: either you get it right, or you get it wrong.
Let p = probability you get the question right.
Let q = probability you get the question wrong.
Since these are the only two outcomes, p+q = 1.
Since p = 1/5, q must be 4/5.
The probability of two independent events happening is just the product of their individual probabilities.
So, the probability of getting all 10 questions wrong is just:
q*q*q*q*q*q*q*q*q*q = (4/5)^10 = 0.10737
You have about a 10% chance of getting them all wrong.