Boundary Conditions for an Infinite Conducting Sheet

If we place an infinite conducting sheet in free space, and fix its potential to $\varphi_0$, how do we solve solve for the potential on either side of the sheet? Since the potential blows up at infinity, it seems impossible to define boundary conditions.