The video appears to show the star preparing a suspicious substance and holding her nose.
The clip, posted on Instagram and quickly deleted, show the 27-year-old singer sitting at a table with what looks like a slim white tube in her hands as her pals dance around her.
After the camera cuts to her pals, it then pans back to Rihanna holding her nose for several seconds.
