A method, apparatus, system and non-transitory computer-readable record medium for a group call using whisper are provided. The group call method includes participating in a group call session with a plurality of participants; designating at least one participant among the plurality of participants as a whisper target based on a touch gesture during the group call session; generating a whisper packet configured to control a server to transfer, only to the whisper target, at least one of video and audio that are input through an input device while the whisper group is designated; and transmitting the whisper packet to the server through the group call session.