If an advertiser no longer wishes to advertise on a site, the account needs to be terminated. This is done by revoking the permission (using the API or DV Admin).
Usually the site determines what happens with the existing advertisements (keep them online or have them removed). It is however possible to explicitly state for the advertisements to be removed when revoking the permission. DV then tries to delete the advertisements first, before terminating the account.