WASHINGTON—The Federal Bureau of Investigation performed potentially millions of searches of American electronic data last year without a warrant, U.S. intelligence officials said Friday, a revelation likely to stoke longstanding concerns in Congress about government surveillance and privacy.

An annual report published Friday by the Office of the Director of National Intelligence disclosed that the FBI conducted as many as 3.4 million searches of U.S. data that had been previously collected by the National Security Agency.

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