Killing Joke - "Killing Joke (2003)" Killing Joke is the eleventh studio album by English rock band, Killing Joke. Released on July 28, 2003, the album was produced by Gang of Four guitarist Andy Gill, and features Nirvana drummer and Foo Fighters front man Dave Grohl on drums.