The concrete is actually highly acidic but the outer layer cures to become alkaline and the two layers together end up becoming water resistant, so by adding acid to the surface it can lose its water repellent capability and weaken faster.
If the concrete were sealed with a wax or an acrylic then Acetone would also be effective.