This project investigates the spatial factors influencing violence patterns in contested urban environments. It explores whether there is a relationship between urban configurations and patterns of warfare or terrorism, with a focus on Paris and Mumbai, revealing insights into the interplay of integration, visibility, and landmark proximity in urban security dynamics.