The "Keeping Up With The Karadashians" star, who has been in Paris for the Fashion Week, is unharmed physically, reported E! online.
"Kim Kardashian West was held up at gunpoint inside her Paris hotel room this evening, by two armed masked men dressed as police officers. She is badly shaken but physically unharmed," her representative said.
It is not yet clear whether she was robbed in the incident Sunday night.
It's unclear where her children- three-year-old daughter North and nine-months-old son Saint, have been during that time.
Her husband Kanye West abruptly left the stage at Meadows Music & Arts Festival in Queens mid-song on Sunday night, telling fans, "I'm sorry, I'm sorry. Family emergency, I have to stop the show.