Displace mod causing intersection geometry ?

I’ve added a Displace Modifier and the areas that are intersecting are really thin. Is there a way to either keep it’s thickness or to not allow any intersection ?

Add a vertex group to the mesh and paint the vertex weight. Then you can limit how strongly the modifier affects that area.