They gave information about the atomic bomb to the Soviets. They were the members of the American Communist Party. They denied the charges of spying but they were convicted and sentenced to death.
Julius and Ethel Rosenberg were convicted of conspiracy to commit espionage, in that they passed atomic secrets to the USSR. They were convicted in 1951 and executed in 1953.(see related link)