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United States v. Robert Boyd

2026-08-06

Authorities cited

Opinion

majority opinion

USCA4 Appeal: 23-6914 Doc: 44 Filed: 08/06/2026 Pg: 1 of 22

PUBLISHED

UNITED STATES COURT OF APPEALS

FOR THE FOURTH CIRCUIT

No. 23-6914

UNITED STATES OF AMERICA,

Petitioner - Appellee,

v.

ROBERT BOYD,

Respondent - Appellant.

Appeal from the United States District Court for the Eastern District of North Carolina, at

Raleigh. James C. Dever III, District Judge. (5:08-hc-02061-D)

Argued: January 28, 2026 Decided: August 6, 2026

Before DIAZ, Chief Judge, and THACKER and BERNER, Circuit Judges.

Affirmed by published opinion. Judge Berner wrote the opinion, in which Chief Judge Diaz

and Judge Thacker joined.

ARGUED: Jaclyn L. Tarlton, OFFICE OF THE FEDERAL PUBLIC DEFENDER,

Raleigh, North Carolina, for Appellant. Genna Danelle Petre, OFFICE OF THE UNITED

STATES ATTORNEY, Raleigh, North Carolina, for Appellee. ON BRIEF: G. Alan

DuBois, Federal Public Defender, Jennifer C. Leisten, Assistant Federal Public Defender,

OFFICE OF THE FEDERAL PUBLIC DEFENDER, Raleigh, North Carolina, for

Appellant. Michael F. Easley, Jr., United States Attorney, OFFICE OF THE UNITED

STATES ATTORNEY, Raleigh, North Carolina, for Appellee.

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BERNER, Circuit Judge:

Congress enacted the Adam Walsh Child Protection and Safety Act of 2006 to

prevent child abuse and to protect children from sexual exploitation and violent crime. The

Act established a procedure for the civil commitment of an individual who has been

designated by a federal district court as a “sexually dangerous person.” With this

designation come significant consequences. Once designated a “sexually dangerous

person,” an individual is committed to the custody of the United States Attorney General.

Robert Boyd was one such individual.

While on probation following his conviction for several criminal sexual offenses

against minors, Boyd was convicted of downloading child sexual abuse material. Shortly

before Boyd completed his prison sentence, the Government initiated post-incarceration

civil commitment proceedings against him in federal district court. The district court

deemed Boyd a “sexually dangerous person” and ordered him civilly committed pursuant

to the Adam Walsh Act. Approximately eight years later, the district court ordered Boyd

conditionally discharged finding that he no longer posed a threat of harm if released subject

to a prescribed regimen of treatment. Boyd’s prescribed treatment regimen included a

number of conditions. Boyd was required to submit to supervision by the United States

Probation Office, to participate in and comply with a treatment program, and to avoid direct

contact with minors. Boyd was also prohibited from possessing adult pornography and

child sexual abuse material.

Approximately one year later, the Government sought to revoke Boyd’s discharge

on the ground that Boyd had failed to comply with his prescribed treatment regimen. The

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district court agreed with the Government and determined that Boyd would pose a threat

of harm to others if he were to remain in the community. Accordingly, the district court

revoked Boyd’s conditional discharge and returned him to the custody of the Attorney

General.

On appeal, we affirm the determination of the district court.

I. Background

A. Adam Walsh Child Protection and Safety Act

The Adam Walsh Child Protection and Safety Act established a judicial procedure

for the civil commitment of an individual who has been certified by the United States

Attorney General or the Director of the Bureau of Prisons to be a “sexually dangerous

person.” 1 See 18 U.S.C. § 4248(a). The Act defines a “sexually dangerous person” as “a

person who has engaged or attempted to engage in sexually violent conduct or child

molestation and who is sexually dangerous to others.” Id. § 4247(a)(5) (emphasis added).

A person is considered to be “sexually dangerous to others,” pursuant to the Act, if he

“suffers from a serious mental illness, abnormality, or disorder as a result of which he

would have serious difficulty in refraining from sexually violent conduct or child

molestation if released.” Id. § 4247(a)(6).

1

This court has described the purpose and procedures of the Adam Walsh Act in a

number of prior cases. See, e.g., United States v. Vandivere, 88 F.4th 481, 488–89 (4th Cir.

2023); United States v. Charboneau, 914 F.3d 906, 908–09 (4th Cir. 2019); United States

v. Comstock, 627 F.3d 513, 515–16 (4th Cir. 2010).

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To initiate a civil commitment proceeding, the United States Attorney General or

the Director of the Bureau of Prisons certifies to a federal district court that an individual

is a “sexually dangerous person.” Id. § 4248(a). Upon receipt of such certification, the

federal district court must hold an evidentiary hearing. Id. §§ 4248(a), (c); see id. § 4247(d).

To establish that an individual is a “sexually dangerous person,” the government must

prove by clear and convincing evidence that the individual: 1) “had engaged or attempted

to engage in sexually violent conduct”; 2) “suffered from a serious mental illness,

abnormality, or disorder”; and 3) “as a result, would have serious difficulty refraining from

sexually violent conduct if released.” United States v. Francis, 686 F.3d 265, 272 (4th Cir.

2012). If the court concludes that the government met its burden on all three elements, the

court must deem the individual a “sexually dangerous person” and order him committed to

the custody of the Attorney General. 18 U.S.C. § 4248(d).

The Attorney General may civilly commit an individual deemed by a court as a

“sexually dangerous person” to a treatment facility. Id. Discharge from a treatment facility

may be initiated in two ways. First, the facility’s director can certify to a district court that

the individual no longer poses a threat or will not pose a threat “to others if released under

a prescribed regimen of medical, psychiatric, or psychological care or treatment.” Id.

§§ 4248(d)(2), (e). Second, counsel for the individual or his legal guardian may petition

for discharge. Id. § 4247(h).

Upon receipt of the facility director’s certification or the individual’s motion, the

district court may either order the individual discharged or hold a hearing to determine

whether the individual should be released. Id. § 4248(e). If the district court finds that the

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individual would no longer pose a threat to others if released, it must order the individual

discharged from civil commitment. Id.; see United States v. Vandivere, 88 F.4th 481, 493

(4th Cir. 2023) (holding that “the detainee bears the burden of proof” in a discharge hearing

under the Adam Walsh Act). Discharge may be unconditional, 18 U.S.C. § 4248(e)(1), or

conditioned on compliance with a “prescribed regimen of medical, psychiatric, or

psychological care or treatment,” id. § 4248(e)(2). District courts have discretion to

establish conditions that minimize the risk of future harm while supporting recovery.

Conditional discharge may be revoked if a court determines that the individual

failed to comply with his prescribed regimen of care or treatment and, in light of this failure,

would be “sexually dangerous to others.” Id. § 4248(f). Thus, an individual’s conditional

discharge will only be revoked if the government can show that the individual: 1) failed to

comply with his prescribed regimen of care or treatment, id.; 2) suffers “from a serious

mental illness, abnormality, or disorder,” id. § 4247(a)(6); and 3) in light of his failure to

comply and as a result of his mental illness, would have “serious difficulty in refraining

from sexually violent conduct or child molestation” were he to remain in the community,

id.; see id. § 4248(f). As we will explain, the government bears the burden to prove each

element by a preponderance of the evidence.

Before addressing the specifics of this case, we take a moment to acknowledge the

gravity of a ruling that revokes an individual’s conditional discharge. While “a

commitment errantly discontinued poses a danger” to the public, one that is “wrongly

perpetuated is an unwarranted restraint of liberty.” United States v. Perkins, 67 F.4th 583,

585 (4th Cir. 2023). When conditional discharge is revoked, an individual is ordered out

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of his community and returned to civil commitment. Failure to comply with a prescribed

treatment regimen will not, without more, suffice to support revocation of release. 18

U.S.C. § 4248(f). Revocation is appropriate only upon a determination by a district court

that an individual can no longer safely remain in the community, even under strict

conditions of release.

With these principles in mind, we proceed to the facts of this case.

B. Factual Background

Robert Boyd has admitted to sexually abusing at least fourteen children over

decades, beginning in the 1970s. He has been convicted of committing numerous sexual

offenses involving minors, including his most recent conviction in 2001 for downloading

child sexual abuse material (CSAM) in violation of 18 U.S.C. §§ 2252(a)(2), (b)(1).

Following this conviction, Boyd was incarcerated at FCI Butner, a federal prison in North

Carolina.

As Boyd was nearing the end of his prison term in 2008, the Attorney General

initiated civil commitment proceedings in federal district court under the Adam Walsh Act.

See id. § 4248(a). Pending an evidentiary hearing on whether he should be deemed a

“sexually dangerous person,” Boyd remained in custody pursuant to Section 4248(a),

which calls for the detention of individuals already in custody pending a hearing. Id. In

2012, a federal district court held the hearing and found, by clear and convincing evidence,

that Boyd: had engaged in or attempted to engage in sexually violent conduct or child

molestation; suffered from a serious mental illness, abnormality, or disorder; and, as a

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result of that illness, would have serious difficulty refraining from sexually violent conduct

or child molestation should he be released. Following this ruling, the district court

designated Boyd a “sexually dangerous person” and ordered him civilly committed to the

custody of the Attorney General. A panel of this court affirmed. United States v. Boyd, 537

F. App’x 234 (4th Cir. Aug. 7, 2013).

Boyd remained committed at FCI Butner until 2020, when the Government initiated

proceedings for his release pursuant to 18 U.S.C. § 4248(e)(2). The Government filed a

certification, issued by the FCI Butner warden, stating that Boyd’s condition had improved

significantly and that Boyd would no longer pose a danger to the community if he were

released under a prescribed regimen of medical, psychiatric, or psychological care or

treatment. On the basis of the warden’s certification, the Government sought Boyd’s

conditional release. Boyd joined the Government’s motion.

The district court reviewed the warden’s request and, in 2021, ordered Boyd

released under the supervision of the United States Probation Office. Boyd’s release was

conditioned on his compliance with a prescribed regimen of treatment including thirtyeight requirements. Among these requirements, Boyd was not permitted to own or operate

any unapproved electronic devices, was required to avoid direct contact with minors

without written approval, and was required to report any such contact to his supervising

probation officer within twenty-four hours. Most relevant to this appeal is Condition 37,

which required Boyd to refrain from “[p]ossess[ing] any adult or child pornography or

visual depictions of adult or child erotica or nude minors, or any materials . . . depicting

and/or describing sexually explicit conduct[.]” Parties’ Joint Appendix (J.A.) 98–99.

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During the first year following his release, Boyd complied with his treatment

regimen and, by all accounts, was making progress. Though initially he lived in a halfway

house, Boyd eventually transitioned into more permanent housing in an apartment complex

in which a number of individuals registered as sex offenders resided. While the complex

was equipped with WiFi, Boyd’s access to the internet was restricted under the conditions

of his release and supervised by the probation office. Boyd was permitted to access the

internet only through a computer that had been equipped by the probation office with a

monitoring platform. This platform tracked any attempt to access impermissible materials

online.

After a time, Boyd’s probation officer discovered that Boyd possessed unapproved

devices that were capable of accessing the internet in violation of his conditions of release.

Boyd’s probation officer learned that Boyd had accessed unauthorized media, subscribed

to unauthorized streaming services, and played multiplayer videogames through which he

could have communicated with strangers, including minors, online. The probation officer

also discovered that Boyd purchased a “Smart” television which he used to view YouTube

videos, including art depicting nudity. On another occasion, Boyd’s probation officer

discovered that Boyd purchased a tablet with internet capabilities, though the box remained

unopened.

Approximately one year after his conditional discharge, Boyd reported to the

probation office that a pop-up window had suddenly appeared on his computer screen

notifying him that he had been locked out of the computer. Boyd suspected that his

computer had been hacked because someone on the apartment complex’s shared WiFi

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network had accessed CSAM. Boyd insisted that he had not done so. The pop-up alert

directed Boyd to call a service number to resolve the issue. Boyd told his probation officer

that he promptly called the number and gave a third party access to his computer remotely.

Following Boyd’s call with his probation officer, the probation officer came to

Boyd’s apartment to search his computer. The probation officer was unable to observe any

evidence of the alert Boyd had described and asked Boyd whether he could take the

computer, as well as an SD card 2 he found in Boyd’s apartment, for forensic examination.

Boyd permitted the officer to do so.

About two months after the incident with the computer, Boyd’s probation officer

asked Boyd whether he had experienced anything while living in the community that he

felt could tempt or push him to reoffend. In response, Boyd reported that, several weeks

earlier, he had interacted with a minor who worked at a local Burger King where Boyd

frequently purchased food on his way home from meeting with his treatment provider.

Boyd reported that he had found himself attracted to the underage Burger King employee

and had contemplated asking him for his telephone number. Boyd’s probation officer

instructed Boyd to avoid interacting with the employee and suggested that Boyd discuss

this attraction with his treatment provider. Over the next few months, Boyd reported that

he had returned to the Burger King and had two more interactions with underage

2

An SD card, or Secure Digital card, is a removable memory chip used to save

photos, videos, and files for use in computers and videogame systems, among other uses.

Boyd’s probation officer had not authorized Boyd to possess an SD card.

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employees. Finally, the probation officer advised Boyd to stay away from the Burger King

altogether.

A short time later, Boyd’s probation officer received the forensic examination

report, which confirmed Boyd’s suspicion that his computer had been hacked. Although

no pornographic material was found on Boyd’s computer, forensic examination of the SD

card revealed that the card contained approximately ninety images depicting men who

appeared to be underage. The forensic report described some of the images as

“pornographic in nature,” id. at 108, and described many of the images as containing a

watermark with the name of a pornographic website that Boyd had previously been known

to visit. Along with the report from the forensic examination, Boyd’s probation officer

received and reviewed a copy of the SD card.

Several days after receiving the forensic examination report, Boyd’s probation

officer reported that Boyd had violated a condition of his release and requested that he be

taken into custody.

II. Procedural History

The Government moved to revoke Boyd’s conditional discharge on the ground that

Boyd had failed to comply with his prescribed regimen of treatment by violating a

condition of release. Specifically, the Government contended that Boyd violated the

prohibition on possessing and viewing pornography—Condition 37—by possessing an SD

card with pornographic images. The Government urged the court to find that Boyd

presented a risk of reoffending, that the conditions of release previously imposed were

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insufficient to mitigate that risk, and that Boyd should no longer be permitted to remain in

the community. The Government also sought a warrant for Boyd’s arrest.

The district court found probable cause to believe that Boyd had failed to comply

with his prescribed regimen of treatment. The district court ordered Boyd taken into

custody pending a hearing to determine whether to revoke his conditional release from civil

commitment. Boyd was detained and returned to FCI Butner. Boyd refused to participate

in treatment programs at FCI Butner while detained pending the hearing.

At the revocation hearing, Boyd’s probation officer testified about what he had seen

on the copy of the SD card. He described images of young males “designed to look like

teenage boys.” J.A. 226. The probation officer also testified that he was concerned about

Boyd’s recent behavior, in particular his interactions with the underage Burger King

employees. The probation officer testified that Boyd had played online videogames, and

purchased unauthorized electronic devices and streaming subscriptions, all in violation of

the conditions of his release. According to the probation officer, this behavior made him

increasingly concerned that Boyd once again posed a danger to the community and that the

conditions of release were inadequate to prevent him from reoffending.

The Government also presented video deposition testimony of Dr. Erik Fox, a

forensic and clinical psychologist who had evaluated Boyd. Dr. Fox had also reviewed the

forensic report and the images on the copy of the SD card. Dr. Fox offered his expert

opinion that Boyd’s conditional release should be revoked. Dr. Fox diagnosed Boyd with

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a paraphilic disorder 3 and testified that, in his expert opinion, Boyd would have serious

difficulty refraining from reoffending. Dr. Fox employed actuarial risk assessment

instruments to analyze the statistical likelihood of Boyd reoffending. One assessment

calculated the likelihood as being in the 88th percentile, which meant that Boyd’s expected

recidivism rate was more than double that of a typical sex offender.

In Dr. Fox’s view, Boyd had “failed treatment,” id. at 320, as demonstrated by the

fact that he possessed pornographic images depicting young males who appeared to be

“pubescent,” even if they were not in fact minors, id. at 308. Dr. Fox expressed particular

concern about several of Boyd’s behaviors, including his possession of images of men that

largely matched the description of his past victims, his use of the internet to provide “visual

stimuli of his deviant sexual interest,” id. at 350, and his repeated and planned interactions

with underage Burger King employees to whom he had admitted an attraction.

Dr. Fox questioned Boyd’s willingness to tell the truth about his actions unless he

was confronted directly and noted that Boyd had downplayed his concerning behaviors.

Dr. Fox stated that Boyd’s deceptiveness factored into the risk assessment because Boyd

may have deceived minor victims in the past. Dr. Fox described Boyd as a “very highly

repetitive offender” who, as “both a child pornography offender and a contact offender,”

was at a higher risk of reoffending than other prior offenders who had only committed one

3

Dr. Fox described a “paraphilic disorder” as an interest in, or history of, acting on

sexual behavior that does not conform to societal norms, including behavior directed at

minors. Specifically, Dr. Fox described Boyd as being sexually interested in pubescentaged males.

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of the two offenses. Id. at 347–48. Thus, in Dr. Fox’s expert opinion there were no

conditions of release that would be sufficient to mitigate the risk Boyd posed to the

community, particularly in light of Boyd’s refusal to participate in treatment at FCI Butner

at the time Dr. Fox evaluated him.

Boyd testified on his own behalf. He insisted that he never viewed any of the images

on the SD card. He told the court that he received the SD card from another individual in

his apartment complex, though he could not recall the individual’s name. Although he did

not deny the behaviors about which his probation officer and Dr. Fox expressed concern,

Boyd downplayed their significance. For example, while Boyd admitted that he subscribed

to unapproved streaming services, he claimed only to have watched “wholesome movies”

that were not “tempting or a trigger.” Id. at 201. When asked whether he viewed nude art,

Boyd responded that he “was looking at artwork throughout the Louvre, yes.” Id. at 175.

Boyd also testified that he was not “sexually attracted” to the underage Burger King

employees, although he admitted that he thought one “was a handsome young man for a

split second.” Id. at 183.

In support of permitting him to remain in the community, Boyd also presented the

expert testimony of Dr. Joseph Plaud, a clinical and forensic psychologist who had

evaluated him. Dr. Plaud offered his expert opinion that Boyd did not pose a threat to others

under the conditions of his release. According to Dr. Plaud, even assuming Boyd

knowingly possessed the images on the SD card—which Boyd insisted he had not—this

violation of a single condition of release did not show Boyd could no longer safely remain

in the community. Dr. Plaud testified that Boyd had demonstrated “over a period of time

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in the community, both before and after the [SD card] event, control over his sexual

impulses and behavior.” Id. at 256.

Though Dr. Plaud acknowledged that some of Boyd’s behaviors had been

problematic, he nevertheless concluded that Boyd’s consistent communication with his

treatment provider and his probation officer, in addition to his regular participation in

treatment programs, demonstrated that Boyd did not pose a threat to the community.

Unlike Dr. Fox, Dr. Plaud had not conducted an actuarial risk assessment to estimate

the statistical likelihood of Boyd’s risk of reoffending. Rather, he relied solely on his

expertise, professional literature concerning relevant risk factors, and his evaluation of

Boyd.

The district court evaluated the evidence and concluded that the Government had

met its burden to prove by a preponderance of the evidence that Boyd did not fully comply

with his prescribed regimen of treatment and, in light of this failure, should once again be

deemed “sexually dangerous to others,” within the meaning of the Adam Walsh Act. The

district court first found that Boyd failed to comply with his prescribed regimen of

treatment by possessing the pornographic images, in violation of Condition 37 of his

release. The district court found Boyd not credible. The district court pointed to

discrepancies in Boyd’s testimony, his efforts to downplay the significance of his prior

offenses and behaviors, and his general lack of candor throughout the proceedings.

On the issue of sexual dangerousness, the district court credited the Government’s

expert, Dr. Fox, over Boyd’s expert, Dr. Plaud. The district court considered evidence of

Boyd’s continued sexual attraction to minors after years of treatment, possession of

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pornography, limited progress in treatment, deception, and risk-related behavior that

escalated while in the community. Based on this evidence, the district court concluded that

Boyd was “sexually dangerous to others” and could no longer safely remain in the

community, even under strict conditions of release. The district court found that Boyd’s

risk of reoffending could be mitigated only by in-custody treatment. The district court thus

revoked Boyd’s conditional discharge and ordered him remanded to the custody of the

Attorney General. The Attorney General directed that Boyd be civilly committed to FCI

Butner, where he remains.

Boyd timely appealed the revocation of his release. This court has jurisdiction over

the district court’s final order revoking Boyd’s conditional discharge pursuant to

28 U.S.C. § 1291.

III. Standard of Review

This is the first time this court has been called upon in a published opinion to review

a district court’s decision to revoke conditional discharge from civil commitment under the

Adam Walsh Act. We hold that such decisions should be reviewed with deference to the

district court’s determinations of fact. We thus review the district court’s factual findings

for clear error and its legal conclusions de novo. See Perkins, 67 F.4th at 589–90 (reviewing

revocation of conditional release under related statute using this standard). We will reverse

a district court’s factual finding as clearly erroneous only if we are “left with the definite

and firm conviction that a mistake has been committed.” United States v. Caporale, 701

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F.3d 128, 135 (4th Cir. 2012) (quoting United States v. Wooden, 693 F.3d 440, 451 (4th

Cir. 2012)).

IV. Analysis

Though the Adam Walsh Act provides for the possibility that an individual’s

conditional discharge may be revoked, the Act does not specify the standard of proof the

Government must meet in seeking such revocation. See 18 U.S.C. § 4248(f). Nor has this

court previously pronounced what that standard should be. The district court applied the

preponderance of the evidence standard, citing this court’s decision in United States v.

Perkins, 67 F.4th 583, 615 (4th Cir. 2023), and the parties do not dispute that this was

correct. In Perkins, this court considered the standard applicable to the revocation of

conditional discharge of an individual who had been determined to pose a substantial risk

of bodily injury to another person or serious damage to the property of another as a result

of his mental disease or defect under 18 U.S.C. § 4246(f). 67 F.4th at 591–92, 615. There,

this court concluded that the preponderance of the evidence standard applies. Id. at 615.

Because similar considerations inform the revocation of conditional discharge under the

Adam Walsh Act, we conclude that the preponderance of the evidence standard should also

apply in revocation proceedings under 18 U.S.C. § 4248(f).

Applying this standard, conditional discharge from civil commitment under the

Adam Walsh Act may be revoked only if the Government proves by a preponderance of

the evidence that the requirements for revocation have been met. The Act permits

revocation of conditional release only if: 1) the individual failed to comply with his

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prescribed regimen of care or treatment (the failure to comply element), 18 U.S.C. §

4248(f); 2) the individual suffers “from a serious mental illness, abnormality, or disorder”

(the mental illness element), id. § 4247(a)(6); and 3) in light of his failure to comply and

as a result of his illness, the individual would have “serious difficulty in refraining from

sexually violent conduct or child molestation” if the individual were permitted to remain

in the community (the future risk of harm element), id.; see id. § 4248(f). 4

Though Boyd does not contest that he suffers from a serious mental disorder (the

mental illness element), he contends that the district court erred in finding that he failed to

comply with his prescribed treatment regimen by knowingly possessing pornography in

violation of Condition 37 of his release (the failure to comply element) and that he would

be sexually dangerous to others in light of this violation if permitted to live in the

community (the future risk of harm element). We address each revocation element in turn

and affirm the ruling of the district court.

4

As we explained above, the second and third elements of this test are derived from

the definition of the phrase “sexually dangerous to others” set forth in 18 U.S.C.

§ 4247(a)(6). This definition is relevant because an individual’s conditional discharge may

only be revoked if the individual fails to comply with his prescribed regimen of treatment

and, in light of this failure, would be sexually dangerous to others if permitted to continue

receiving treatment in the community. 18 U.S.C. § 4248(f). Notably, a court must also find

an individual “sexually dangerous to others” before ordering civil commitment under 18

U.S.C. § 4248(a). See Francis, 686 F.3d at 274 (discussing requirement that a district court

conclude that an individual is “sexually dangerous to others” as a condition of ordering

civil commitment).

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A. Failure to Comply with Prescribed Regimen of Treatment

We first address Boyd’s contention that the district court clearly erred in concluding

that the Government met its burden on the failure to comply element. The district court

found that Boyd knowingly possessed pornography, in violation of the thirty-seventh

condition of his release. The district court did not credit Boyd’s testimony that he had

unwittingly received the SD card from a neighbor and that he had never viewed the images

on the card. Instead, the district court credited the testimony of Boyd’s probation officer

and Dr. Fox. Boyd calls into question the district court’s credibility determinations and

contends that the district court committed clear error by failing to take into consideration

that Boyd immediately called his probation officer after suspecting that his computer had

been hacked. We discern no such error.

“The clear error standard preserves the district court’s role as the primary fact

finder,” and we may not “reverse factual findings” even if we may “have weighed the

evidence differently.” Vandivere, 88 F.4th at 493–94. As to the district court’s conclusion

that Boyd lacked credibility, we afford “great deference to the district court’s credibility

findings” and it “is not our role to second guess” them. United States v. Ellis, 130 F.4th

442, 449 (4th Cir. 2025). Boyd’s probation officer and Dr. Fox presented “coherent and

facially plausible” accounts “not contradicted by extrinsic evidence” and “not internally

inconsistent.” United States v. Lynn, 912 F.3d 212, 216 (4th Cir. 2019) (quoting United

States v. Hall, 664 F.3d 456, 462 (4th Cir. 2012)). Having reviewed the record and the

district court’s reasoning, we defer to the district court’s credibility assessments.

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Nor can we say the district court “overlooked evidence.” United States v.

Charboneau, 914 F.3d 906, 916 (4th Cir. 2019). The district evaluated the evidence

presented and credited the testimony of Boyd’s probation officer and Dr. Fox. Boyd has

not identified evidence that, if considered, would have changed the district court’s

conclusion. Rather, he points to evidence that the district court acknowledged yet was not

swayed by. 5 We decline Boyd’s request to reweigh the evidence. See Vandivere, 88 F.4th

at 494.

Because we “have not been left with ‘the definite and firm conviction’ that the

district court erred in concluding” that Boyd failed to comply with his prescribed regimen

of treatment, id. (quoting Easley v. Cromartie, 532 U.S. 234, 242 (2001)), we affirm the

district court’s ruling that the Government met its burden on the first element.

B. Sexually Dangerous to Others

We now address Boyd’s assertion that the Government did not meet its burden to

show by a preponderance of the evidence that Boyd should be deemed sexually dangerous

to others given his failure to comply with his prescribed regimen of treatment.

Boyd rests much of his argument on a polygraph test he passed after he turned his

5

computer and SD card over to his probation officer. Boyd was asked whether he knew that

the computer and SD card contained pornography. He responded that he had been unaware

of this fact, and the polygraph found the response to be truthful. Boyd argues the polygraph

test proves that he did not knowingly possess pornography. The district court credited

testimony from Boyd’s probation officer and Dr. Fox that polygraph tests can be

manipulated and are not necessarily indicative of truthfulness. We defer to that finding.

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In the context of a revocation proceeding, an individual is deemed sexually

dangerous to others and his conditional release may be revoked only if, as a result of a

“serious mental illness, abnormality, or disorder,” 18 U.S.C. § 4247(a)(6), and “in light of

his failure to comply with [his] prescribed regimen of . . . treatment,” id. § 4248(f), the

individual “would have serious difficulty in refraining from sexually violent conduct or

child molestation” were he to remain in the community, id. § 4247(a)(6); see id. § 4248(f).

The parties do not dispute that Boyd suffers from a serious mental disorder. And, as

we have explained, the district court did not err in concluding that Boyd failed to comply

with his prescribed regimen of treatment. Boyd contends that the district court erred in

finding that the Government met its burden to show, as a result of his mental disorder and

in light of this failure, he posed a risk of future harm. We disagree.

The district court provided “a thorough and well-supported explanation” of “a

reasoned and logical linkage between [Boyd’s] failure to comply with” his prescribed

regimen of treatment and the threat he posed to others in light of this failure. Perkins, 67

F.4th at 634. In concluding that the Government met its burden, the district court found

significant that possessing pornographic images was known to be a “relapse trigger.” J.A.

448. The district court also agreed with the Government that Boyd had “engaged in a

pattern of deceptive and escalating risk-relevant behavior[s]” while in the community. Id.

at 442. The district court expressed particular concern that the young males depicted in the

images on the SD card appeared to match the description of Boyd’s past victims and that

the images were from a website that Boyd had been known to frequent. It noted that Boyd

failed to report his interactions with the underage Burger King employees within twenty20

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four hours, as required by the conditions of his release. The district court additionally

expressed concern that Boyd had accessed unauthorized media and purchased unapproved

devices.

In reaching its conclusion that Boyd posed a risk of future harm, the district court

credited the Government’s expert, Dr. Fox, over Boyd’s expert, Dr. Plaud. The district

court found particularly significant that Dr. Fox relied on actuarial risk assessment

instruments to predict the likelihood of Boyd reoffending, whereas Dr. Plaud did not. The

district court is best positioned to “[e]valuat[e] the credibility of experts and the value of

their opinions[.]” United States v. Bell, 884 F.3d 500, 508 (4th Cir. 2018) (quoting United

States v. Heyer, 740 F.3d 284, 292 (4th Cir. 2014)). We are “especially reluctant to set

aside a finding based on the trial court’s evaluation of conflicting expert testimony,” and

we decline to do so here. Id. at 507–08 (quoting Hall, 664 F.3d at 462).

The sexual dangerousness inquiry is complex and hinges on predictions. See

Wooden, 693 F.3d at 460 (discussing requirement that an individual be “sexually dangerous

to others” in the context of initial commitment under the Adam Walsh Act). A district court

must endeavor to predict whether an individual poses a future threat to others based on

evidence of past events and expert evaluations. The district court did just that. The district

court’s “factual findings represent a permissible and reasonable interpretation of the

evidence presented at the hearing.” United States v. Bolander, 722 F.3d 199, 216 (4th Cir.

2013).

The district court did not clearly err in concluding that the Government met its

burden to show by a preponderance of the evidence that Boyd posed a future risk of harm

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in light of his mental disorder and his failure to comply with his prescribed treatment

regimen.

To summarize, we hold that the district court did not err in finding that the

Government demonstrated by a preponderance of the evidence that all of the elements

required for revocation of conditional release under 18 U.S.C. § 4248(f) were met. There

is sufficient evidence in the record to support the district court’s conclusion that Boyd

failed to comply with his prescribed regimen of treatment. There is no disagreement that

Boyd continues to suffer from a serious mental disorder. The district court also did not err

in concluding that, in light of Boyd’s mental disorder and his failure to comply, he would

have serious difficulty refraining from sexually violent conduct or child molestation if

permitted to continue treatment in the community.

V. Conclusion

For the reasons set forth above, we affirm the determination of the district court that

Boyd’s conditional discharge should be revoked.

AFFIRMED

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