The 23-year-old singer, who broke up with ex-boyfriend Calvin Harris, is yet to confirm her relationship with the rapper, reported E!Online.
In the picture, she has placed her hand over Hil's hand, which is completely covered in tattoos.
She was recently spotted on a romantic dinner date with Hil, the son of designer Tommy Hilfiger.