Lawfag here. Five years, unless the criminal activity (such as a cover-up of the original crime) is ongoing. Then, it could potentially be the basis for a RICO prosecution, also.
Also, pretty sure there is no Statute of Limitations on Treason or Sedition, which will be prosecuted through military tribunals, per the EO in effect as of January 1, 2019.