The controversial clip, which premiered on YouTube today, sees a number of masked gunman having a shootout in a Japanese strip club.
'Antidote' - a collaboration with Knife Party - serves as the collective's latest single, and is available to download from January 15.
The track is the second release from their forthcoming album One Night Stand, which is due to be released next year.
The group recently announced that they will headline a nine-hour 'One Night Stand' show in front of 65,000 people at the Milton Keynes National Bowl on July 14 next year. Highlights of the event, which includes appearances from Calvin Harris and house producers Madeon, will be recorded by BBC Radio 1.
Watch Swedish House Mafia's 'Antidote' music video below:
Warning: This video contains language and/or sexual references that younger readers are advised to avoid.