Guerriero (Italian, 'warrior') is a surname. Notable people with the surname include:
- Aristide Guerriero (1986), Italian former shot putter
- Jason Guerriero (1981), American ice hockey coach
- Leila Guerriero (1967), Argentine journalist and writer
- Luciano Guerriero, Italian physicist
- Ludovic Guerriero (1985), French former professional footballer
- Patrick Guerriero (1968), former Massachusetts state legislator, mayor, and advocate for marriage equality
- Roger Guerriero (1982), Polish footballer