Zyuganov said an unknown person gave the painting by 19th-century French artist Jean-Leon Gerome to one of his aides after an anonymous phone call earlier on December 19.
The painting is estimated to be worth around $1 million.
Experts from the Culture Ministry have been called in to verify the authenticity of the painting.
(Interfax, gazeta.ru)