WASHINGTON—The Federal Reserve plans to release a paper later this year in response to financial firms’ growing interest in using blockchain, the distributed ledger that underpins digital currencies like bitcoin.

Fed governor Lael Brainard said Friday that the central bank has set up a working group conducting a “360-degree analysis” of financial innovation, specifically talking to industry stakeholders about the uses of blockchain.

Blockchain...