Siboni is a surname. Notable people with the surname include:

Daniel Siboni (born 1959), French photographer Gabi Siboni (born 1957), Israeli colonel Giuseppe Siboni (1780–1839), Italian operatic tenor, opera director, choir conductor, and voice teacher Marcello Siboni (born 1965), Italian racing cyclist