WASHINGTON—U.S. regulators took their first big swing at addressing fears that Wall Street's largest firms remain too risky five years after the financial crisis, unveiling plans to require them to set aside far more capital as protection against future disaster.

The Federal Reserve, Office of the Comptroller of the Currency and the Federal Deposit Insurance Corp. are effectively trying to force big banks to become more conservative or to shrink.

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