Bisceglia is an Italian surname. Notable people with the surname include:
Christian Bisceglia (born 1967), Italian film director and screenwriter Marco Bisceglia (1925–2001), Italian pro-gay priest Michel Bisceglia (born 1970), Belgian musician Pat Bisceglia (1930–2009), American football player Vitangelo Bisceglia (1749–1822), Italian agronomist and botanist