The Rosenbergs were tried for and eventually convicted of espionage, specifically for passing secrets relating to the atomic bomb to the Soviet Union.
They were executed on June 19th, 1953, in Sing Sing Prison.
The Rosenbergs were the first US Civilians to be tried for espionage and were the only two American civilians to be executed for espionage during the Cold War.