In one of the more infamous moments, Rammstein's band members were all dragged off stage by police and subsequently arrested during their Halloween performance. Each band decided to dress up while Rammstein were barely dressed at all, with most members performing in their underwear. Their lead guitarist Richard Kruspe was the only one decently dressed-he wore a wedding dress. The band had to spend the night in jail on charges of indecent exposure.

Ice Cube replacement

On October 25, 1998 due to the beginning of shooting the movie Next Friday, Ice Cube was replaced by alternative band Incubus for the remaining four dates. The band is featured on the Family Values Tour '98 CD release with the song "New Skin" and can be also seen during performance of "All in the Family" on the DVD release.

Feud with Rob Zombie

Initially Rob Zombie was to be one of the tour’s participating artists, but he was dropped from the tour due to high production costs (each Rob Zombie concert would cost $125,000 in band fees and show production alone). Therefore, Rob Zombie was replaced by German industrial metal act Rammstein.

However, the official explanation was somewhat confusing. The Firm, Korn's management, said Zombie continually expressed dissatisfaction over not wanting to work with a hip hop act on the bill and was supposedly lectured by Rob Zombie's management that "rock kids don't like hip-hop." Rob Zombie's manager Andy Gould said those comments were false. He explained that Zombie had never even spoken to Korn, so he could not have made those comments.

Although the statement released by Korn's management resulted in anger, Rob Zombie shared no bad blood with the bands participating in the Family Values Tour. In 1999, both Rob Zombie and Korn got on good terms again and launched the highly successful "Rock is Dead" tour together. Korn also toured with Rob Zombie in the summer of 2016.