Kanaya is a Japanese surname. Notable people with the surname include:
- Hideo Kanaya (1945–2013), Japanese Grand Prix motorcycle racer
- Zeus (Japanese wrestler) (born 1982), who used the ring name Shigemasa Kanaya
Kanaya is a Japanese surname. Notable people with the surname include: