The gunmen were posing as police officers and although overtly shaken, she was not physically harmed, E!News reports.
Kanye West was performing at the Meadows Festival in Queens, New York when the incident happened. He was jamming in the middle of his hit single; Heartlesswhen he cut the music and made the announcement that there was a family emergency and had to stop the show.
It has not been confirmed whether the gunmen made off with any of her valuables.
The couple’s two children; North and Saint West, were not in the hotel room during the time of the incident.
A few days before the incident, the reality star encountered a creepy man that had tried to kiss her butt while she was walking.
Kim has been attending the Paris Fashion Week with sister Kourtney Kardashian. Kris Jenner and Kendall Jenner are reportedly also in Paris for the event.
E!News reached out to Kris Jenner and she said of Kim: ‘She will be OK’.