wikipedia has a pretty good discussion around hillforts - you can extrapolate what some of the cultures of Wolves might have developed on top of that.
beyond that, a lot of fortifications would likely be a mix of wood and stone, based upon the roman fort model - the low population count makes large stone fortifications very difficult, potentially limiting this to mostly an outer wall. in a lot of the map, some of the roman fortifications would still be standing.