"something taken by force," mid-13c., prise "a taking, holding," from Old French prise "a taking, seizing, holding," noun use of fem. past participle of prendre "to take, seize," from Latin prendere, contraction of prehendere "lay hold of, grasp, seize, catch" (from prae- "before," see pre-, + -hendere, from PIE root *ghend- "to seize, take").
Especially of a ship captured legally at sea (1510s). The spelling with -z- is from late 16c.