Is spectral density conserved after aliasing?
No. The aliased component will interfere with the non-aliased components and the interference can constructive or destructive.
Trivial example:
$$x[n] = \sin\left(\frac\pi2n\right)$$
If you down sample this to $y[n] = x[2n]$, you get all zeros.