Listen to Can I Steal a Little Love online. Can I Steal a Little Love is an English language song and is sung by Frank Sinatra. Can I Steal a Little Love, from the album 老蓝眼睛, was released in the year 2017. The duration of the song is 2:32. Download English songs online from JioSaavn.