Apfelbaum is a German-Jewish surname, meaning "apple tree." Notable people with this surname include:
- Dawid Moryc Apfelbaum, an alleged Polish resistance fighter of the Second World War
- Grigory Zinoviev, alias Hirsch Apfelbaum, a prominent Soviet politician