Melania Trump also met Russian President Vladimir Putin on Monday.
Her husband, President Donald Trump, held a summit with Putin in Helsinki.
Social media users remarked that the first lady looked "horrified"after shaking hands with Putin.
Business Insider reports a video of the interaction shows Melania initially smiling at Putin.
Then, she appears to look uncomfortable as she and the two presidents pose for a photo.