I believe the Designer Anabolic Steroid Control Act of 2014 (DASCA) is an amendment to the Controlled Substance Act and unlawful possession of a controlled substance is breaking the law.
However, unless you are complete a$$hat you should be fine, so I wouldn't lose sleep over it.
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