Leena Silvennoinen (born March 7, 1958) is a Finnish orienteering competitor and world champion.
She won a gold medal in the relay event at the 1979 World Orienteering Championships in Tampere, with Leena Salmenkylä and Liisa Veijalainen on the Finnish relay team.