The 26-year-old was a judge on the show for the past two years but ended up being replaced by Nicole Scherzinger.
Now the N-Dubz star, who was recently cleared of being involved in a drugs deal, has been invited back by X Factor boss Simon Cowell.
He said previously: "Tulisa’s been through a rough time and has come through it. I think she deserves a break now. I think she’s got a lot of opportunities ahead of her."
According to The Sun newspaper, Tulisa will fly out alongside pal Louis Walsh to Bermuda to film his judges' houses later this month.
An insider told the newspaper today: “This is a massive deal for Tulisa.
“She is determined to get her career back on track and having Simon’s support means a lot."
They added: “It is fair to say Louis has the most plum judges house location and both he and Tulisa can't wait to get stated."
It was previously reported that Mel B will be heading to Cancun for her judges' houses, Cheryl Cole to the south of France and Simon to America.