I agree with Jackolantern that the document is out of date on this question. It cites as its source an immigration law textbook (Weissbrodt) that has been around since the eighties.
This is what the INA says:
INA: ACT 340 - REVOCATION OF NATURALIZATION
Sec. 340. [8 U.S.C. 1451]
(a) It shall be the duty of the United States attorneys for the respective districts, upon affidavit showing good cause therefor, to institute proceedings in any district court of the United States in the judicial district in which the naturalized citizen may reside at the time of bringing suit, for the purpose of revoking and setting aside the order admitting such person to citizenship and canceling the certificate of naturalization on the ground that such order and certificate of naturalization were ille gally procured or were procured by concealment of a material fact or by willful misrepresentation, and such revocation and setting aside of the order admitting such person to citizenship and such canceling of certificate of naturalization shall be effective as of the original date of the order and certificate, respectively: Provided, That refusal on the part of a naturalized citizen within a period of ten years following his naturalization to testify as a witness in any proceeding before a congressional co mmittee concerning his subversive activities, in a case where such person has been convicted for contempt for such refusal, shall be held to constitute a ground for revocation of such person's naturalization under this subsection as having been procured by concealment of a material fact or by willful misrepresentation. If the naturalized citizen does not reside in any judicial district in the United States at the time of bringing such suit, the proceedings may be instituted in the United States District Court for the District of Columbia or in the United States district court in the judicial district in which such person last had his residence.
(b) The party to whom was granted the naturalization alleged to have been illegally procured or procured by concealment of a material fact or by willful misrepresentation shall, in any such proceedings under subsection (a) of this section, have sixty days' personal notice, unless waived by such party, in which to make answer to the petition of the United States; and if such naturalized person be absent from the United States or from the judicial district in which such person last had his residence, such not ice shall be given either by personal service upon him or by publication in the manner provided for the service of summons by publication or upon absentees by the laws of the State or the place where such suit is brought.
(c) If a person who shall have been naturalized after December 24, 1952 shall within five years next following such naturalization become a member of or affiliated with any organization, membership in or affiliation with which at the time of naturalization would have precluded such person from naturalization under the provisions of section 313, it shall be considered prima facie evidence that such person was not attached to the principles of the Constitution of the United States and was not well disposed t o the good order and happiness of the United States at the time of naturalization, and, in the absence of countervailing evidence, it shall be sufficient in the proper proceeding to authorize the revocation and setting aside of the order admitting such person to citizenship and the cancellation of the certificate of naturalization as having been obtained by concealment of a material fact or by willful misrepresentation, and such revocation and setting aside of the order admitting such person to citizenship and such canceling of certificate of naturalization shall be effective as of the original date of the order and certificate, respectively.
(d) [Former subsection (d) was repealed by Sec. 104(b) of the Immigration and Nationality Technical Corrections Act of 1994 (Pub. L. 103-416 , 108 Stat. 4308, Oct. 25, 1994), applicable to persons admitted to citizenship on or after October 25, 1994 under Sec. 104(e) of that Act. Subsequent subsections were redesignated respectively by Sec. 104(c) of the Immigration and Nationality Technical Corrections Act of 1994 (Pub. L. 103-416 , 108 Stat. 4308, Oct. 25, 1994) .]
(d) Any person who claims United States citizenship through the naturalization of a parent or spouse in whose case there is a revocation and setting aside of the order admitting such parent or spouse to citizenship under the provisions of subsection (a) of this section on the ground that the order and certificate of naturalization were procured by concealment of a material fact or by willful misrepresentation shall be deemed to have lost and to lose his citizenship and any right or privilege of citizenship which he may have, now has, or may hereafter acquire under and by virtue of such naturalization of such parent or spouse, regardless of whether such person is residing within or without the United States at the time of the revocation and setting aside of the order admitting such parent or spouse to citizenship. Any person who claims United States citizenship through the naturalization of a parent or spouse in whose case there is a revocation and setting aside of the order admitting such parent or spouse to citizenship and the cancellation of the certificate of naturalization under the provisions of subsection (c) of this section, or under the provisions of section 329(c) of this title on any ground other than that the order and certificate of naturalization were procured by concealment of a material fact or by willful misrepresentation, shall be deemed to have lost and to lose his citizenship and any right or privilege of citizenship which would have been enjoyed by such person had there not been a revocation and setting aside of the order admitting such parent or spouse to citizenship and the cancellation of the certificate of naturalization, unless such person is residin g in the United States at the time of the revocation and setting aside of the order admitting such parent or spouse to citizenship and the cancellation of the certificate of naturalization.
(e) When a person shall be convicted under section 1425 of title 18 of the United States Code of knowingly procuring naturalization in violation of law, the court in which such conviction is had shall thereupon revoke, set aside, and declare void the final order admitting such person to citizenship, and shall declare the certificate of naturalization of such person to be canceled. Jurisdiction is hereby conferred on the courts having jurisdiction of the trial of such offense to make such adjudication.
(f) Whenever an order admitting an alien to citizenship shall be revoked and set aside or a certificate of naturalization shall be canceled, or both, as provided in this section, the court in which such judgment or decree is rendered shall make an order canceling such certificate and shall send a certified copy of such order to the Attorney General. The clerk of court shall transmit a copy of such order and judgment to the Attorney General. A person holding a certificate of naturalization or citizenship wh ich has been canceled as provided by this section shall upon notice by the court by which the decree of cancellation was made, or by the Attorney General, surrender the same to the Attorney General.
(g) The provisions of this section shall apply not only to any naturalization granted and to certificates of naturalization and citizenship issued under the provisions of this title, but to any naturalization heretofore granted by any court, and to all certificates of naturalization and citizenship which may have been issued heretofore by any court or by the Commissioner based upon naturalization granted by any court, or by a designated representative of the Commissioner under the provisions of section 702 of the Nationality Act of 1940, as amended, or by such designated representative under any other Act.
(h) Nothing contained in this section shall be regarded as limiting, denying, or restricting the power of the Attorney General to correct, reopen, alter, modify, or vacate an order naturalizing the person.
Former subsection (d), in bold above, must be where the five year residency requirement post-naturalization used to be. But this was repealed, as was the general requirement "intends to reside permanently in the United States":
IMMIGRATION AND NATIONALITY TECHNICAL
CORRECTIONS ACT OF 1994
SEC. 104. INTENT TO RESIDE PERMANENTLY IN THE UNITED STATES AFTER NATURALIZATION.
(a) IN GENERAL.--Section 338 of the Immigration and Nationality Act (8 U.S.C. 1449) is amended by striking "intends to reside permanently in the United States, except in cases falling within the provisions of section 324(a) of this title,".
(b) CONFORMING REPEAL.--Section 340(d) of such Act (8 U.S.C. 1451(d)) is repealed.
