The 28-year-old actress is unhappy about being featured in the book and is seeking compensation and damages from Lattes for 'breach and fraudulent use of personal rights', and is also seeking a ban on 'future transfer of rights and adaptations of the book', reported Us magazine.
The book, which was published in France on March 20, reportedly centers around a mechanic who meets a woman asking for help. The mechanic believes the woman is Johansson, but the character is actually revealed as a woman named Jeanine Foucaprez, who looks nearly identical to the 'Avengers' star.
"This corresponds with the fantasies of our times. All these famous people live with us. But I wrote a book of fiction. My character is not Scarlett Johansson, it is (character name) Jeanine Foucaprez! It's a bit silly to say that if you talk about a person, the courts have to get involved. That's quite sad," he said.
Johansson is currently filming her 2014 movie, 'Captain America: The Winter Soldier', reprising her role as Natasha Romanoff.