Janhunen is a Finnish surname. Notable people with the surname include:
- Juha Janhunen (born 1952), Finnish linguist
- Pekka Janhunen, Finnish space physicist, astrobiologist, and inventor
- Matti Janhunen, Finnish politician, minister in Pekkala Cabinet and Paasikivi III Cabinet