Beverly Hills police refused to release any additional information about the pair, including their ages, recent residences or other identifying details.
They also did not release an update on Scott Ruffalo's condition.
A publicist for Mark Ruffalo confirmed on Wednesday that the actor's 39-year-old brother was clinging to life after being shot in the head early Monday. The actor's spokeswoman had no comment on the information released by police.