From Wikipedia:

The word “rob” came via French from Late Latin words (e.g. deraubare) of Germanic origin, from Common Germanic raub– = “clothes“,
as in old times (before modern cheap mechanized mass production of
clothes) one main target of robbers was often the victim’s clothes.