Joice Souza da Silva (born 20 July 1983) is a Brazilian freestyle wrestler.
Joice Silva competed in the freestyle 55 kg event at the 2012 Summer Olympics and was eliminated by Valeria Zholobova in the 1/8 finals.
Silva became the first Brazilian gold medalist in wrestling at the 2015 Pan American Games in Toronto, Ontario, Canada.