A series of photos showing Azalea in a bikini, while on a holiday with beau Nick Young made the 'Fancy' hitmaker the butt of jokes online, reported Us magazine.
"Just got back from a great vacation, came online and saw apparently it's shocking and unheard of to be a woman and have cellulite. Lol" the singer wrote, taking a dig at her critics.
Azalea said she is unhappy that the negativity around her was making her an angry person.
"I feel the hatred and pettiness i see online at all times is at making me become an angry person and I cannot be that. To become nasty because of the way I feel I am treated would be a disservice to my fans and I promise i will try to keep smiling," she said.
Her Twitter account, however, will not be deactivated and handled by her management team.
"My management will tweet/run my accounts from today onwards with updates etc unless any message is signed -IA. Love you all. Peace out!" she said before adding, "The internet is the ugliest reflection of man kind there is.