Elfving is a Scandinavian surname. It may refer to:
- David Elfving (born 1985), Swedish bandy player
- Gustav Elfving (1908–1984), Finnish mathematician and statistician
- Ulf Elfving (born 1942), Swedish journalist and broadcaster
- William Elfving (born 1941), U.S. judge