"Naughty Diva", sometimes known as just "Naughty", is the fourth studio album by DIVA. It was released on November 8, 2000 with "Up & Down" serving as the title track and "In This Winter" as the follow up track. This was the first release after Ji Ni, who had left the group in 1999, rejoined.