Filonov () is a surname. Notable people with the surname include:

  • Alexey Filonov (born 1961), Russian swimmer
  • Oleh Filonov (born 2004), Ukrainian footballer
  • Pavel Filonov (1883–1941), Russian avant-garde painter, art theorist, and poet