They carry disease and live among us so why do we know so little about them?

They have lived among us for close to 4000 years. You've likely seen scuttle solo over railway tracks. Or heard nighttime gnawing in your walls or ceiling. Most of the time, you don't even know they're there. And that's the way they like it.