According to FemaleFirst, the British singer, who recently split from Ivan "Flipz" Velez, was spotted in the arms of a man named Walter.
Photographs taken of the couple show the two kissing at a Roberto Cavalli event in Florence.
Recently, the 36-year-old star confessed that she is rather shy when it comes to being intimate with someone. Halliwell explained, "I think maybe I am a commitment-phobe. I definitely have commitment issues. It is lovely to be with somebody and find a connection and be intimate and open, to have companionship and sharing. That is wonderful but I have learnt there are also minuses to that."