The charges are said to have been filed by federal prosecutors in the Eastern District of Virginia, whose jurisdiction includes the main base of Mr Snowden's former employer, Booz Allen Hamilton.
The Post report said the US Justice Department had declined to comment on the claims.
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"Our own president uses words infamously spoken by Josef Stalin to describe his enemies," Senator Jeff Flake said.
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