Atomic force microscopy reveals scaling behaviour of silicon surfaces etched by plasma. The experimental results are compared with some theoretical models. It is shown that plasma-induced roughness is driven by a phenomenon that can be described by shadowing instabilities resulting in columnar microstructure growth. The same scaling properties as are predicted by a growth model are obtained.