In a surprise announcement, the band was added to the festival's Friday lineup.
Tom DeLonge made the announcement on social media, saying the band will perform at the Sahara stage.
The performance will be the first time the band's famed members - Mark Hoppus, Travis Barker and DeLonge - will be on stage together since DeLonge left the band in 2015.
The band is scheduled to perform from 6:45 p.m. to 7:35 p.m.