Independence properties of sum and difference

Let $X_1$ and $X_2$ be i.i.d. $N(0,\sigma^2)$ random variables. Define $Z_1=X_1+X_2$ and $Z_2=X_1-X_2$. Then which one of the following statements is NOT correct?