Lazarus was born in Berlin in Germany to Martin and Herta Lazarus.
He was taken from a hospital in Berlin and sent to the Auschwitz-Birkenau concentration and extermination camp in occupied Poland on 16 June 1943. His mother had been deported there in March of 1943. Both of his parents were murdered in Auschwitz.