Paris police have been analyzing footage from surveillance cameras to try to identify the five assailants who assaulted Kim Kardashian and robbed her of more than $10 million worth of jewelry. 

After forcing their way into the American celebrity's apartment in the chic eighth district, the robbers held her up at gunpoint and locked her in a bathroom before escaping on bicycles in the early hours of Monday. They stole a jewelry box containing items worth $6.7 million as well as a ring worth more than $4 million.

Kardashian, who was in the French capital to attend fashion week shows, returned to the U.S. Monday.

French police on Tuesday continued hunting for the criminals, who wore fake police emblems on their jackets during the heist.

Paris prosecutors on Tuesday declined to answer whether the robbers had received help from the reality TV star's entourage. Kardashian's stylist was also in the residence at the time, and alerted police, but Kardashian's bodyguard was not present, according to the prosecutor's office.

The reality star's two children, 3-year-old North and 10-month-old Saint, were in New York with their father, Kanye West, when the robbery happened.

Interpol declined to comment on reports suggesting the notorious "Pink Panther" jewel thieves could have played a role in the robbery, saying that would be speculation.

According to the world's largest international police organization, that gang has stolen 334 million euros ($370 million) in jewels from 380 armed robberies between 1999 and 2015.

The Associated Press contributed to this report.