Born at Nezvěstice, now in Plzeň-City District, Slánský attended secondary school in Plzeň at the Commercial Academy.
In 1943 Slánský's infant daughter, Naďa (Nadia) was forcibly abducted from her baby carriage by a woman while in the company of her eight-year-old brother, Rudolf, who put up resistance.