United States v. Palms

Appellate Case: 20-5072 Document: 010110622035 Date Filed: 12/21/2021 Page: 1
FILED
United States Court of Appeals
PUBLISH Tenth Circuit

UNITED STATES COURT OF APPEALS December 21, 2021

Christopher M. Wolpert
FOR THE TENTH CIRCUIT Clerk of Court
_________________________________

UNITED STATES OF AMERICA,

Plaintiff - Appellee,

v. No. 20-5072

RAMAR TRAVELLE PALMS, a/k/a
Reddy,

Defendant - Appellant.
_________________________________

Appeal from the United States District Court
for the Northern District of Oklahoma
(D.C. No. 4:19-CR-00103-CVE-1)
_________________________________

Blain Myhre, Blain Myhre LLC, Englewood, Colorado, for the Defendant – Appellant.

Thomas E. Duncombe, Assistant United States Attorney (Clinton J. Johnson, Acting
United States Attorney, with him on the brief), Northern District of Oklahoma, Tulsa,
Oklahoma, for Plaintiff – Appellee.
_________________________________

Before McHUGH, EBEL, and EID, Circuit Judges.
_________________________________

McHUGH, Circuit Judge.
_________________________________

The Government tried Appellant Ramar Palms before a jury in the Northern

District of Oklahoma and obtained guilty verdicts on three crimes related to sex

trafficking. On appeal, Mr. Palms asks this court to reverse his convictions and remand
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for a new trial for two reasons. First, Mr. Palms argues the district court should have

suppressed the evidence obtained from his cell phone because the warrant and the search

of his cell phone violated the Fourth Amendment. Second, he argues the district court

abused its discretion when it excluded sexual behavior evidence under Federal Rule of

Evidence 412 because the exclusion violated the Fifth and Sixth Amendments.

As detailed below, we hold the warrant to search Mr. Palms’s cell phone was

sufficiently particular and the search was reasonable. We also hold the district court did

not abuse its discretion in excluding sexual behavior evidence under Rule 412. Therefore,

we affirm Mr. Palms’s convictions.

I. BACKGROUND

A. Factual History

Mr. Palms and M.W.1

In September 2018, Mr. Palms met M.W., a twenty-seven-year-old single mom, at

a bar in Tulsa, Oklahoma. They began to spend time together and went on a few dates.

Eventually, Mr. Palms invited M.W. to go on a road trip to Louisiana with him. On that

road trip, Mr. Palms told M.W. he was a pimp and that he wanted her to make money for

him. At the time, they were in the car together “in the middle of nowhere,” and M.W.

could not get away from Mr. Palms. ROA Vol. III at 1022. That night, they stopped at a

1
The facts in this section come primarily from M.W.’s testimony at trial. Because
Mr. Palms was tried and convicted, we view the evidence in the light most favorable to
the Government. Cf. United States v. Acosta-Gallardo, 656 F.3d 1109, 1123 (10th Cir.
2011) (considering the evidence in the light most favorable to the government when
reviewing the sufficiency of the evidence for a conviction).

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hotel in Houston, Texas. There, Mr. Palms assaulted M.W. Then, he advertised M.W.’s

services online and forced M.W. to go on her first “date.” Mr. Palms taught M.W. about

the pimping industry and told her she should keep her head down and not look any man

in the eyes because another pimp might steal her from him.

When they returned to Tulsa, Mr. Palms began controlling every aspect of M.W.’s

life. Mr. Palms required M.W. to quit her two jobs and work for him full-time as a

prostitute. He constantly communicated with M.W. via text messages and phone calls and

monitored her whereabouts. Mr. Palms also tracked who M.W. talked to and controlled

her money, car, and phone. If M.W. did something or talked to a man he did not approve

of, he would hit or strangle her.

Mr. Palms posted ads or required M.W. to post ads to various websites offering

commercial sex acts from M.W. Mr. Palms created a template for her to follow to ensure

she would attract clients. He required M.W. to post the ads regularly throughout the day

and to go on at least four or five “dates” a day. Clients paid Mr. Palms by Cash App or

paid M.W. in cash. In either case, Mr. Palms required M.W. to give him all the money

she earned. Mr. Palms would occasionally buy M.W. food and other items, but M.W. had

to ask him for money to support herself and her two children. M.W. could not cover her

utility bills or rent, and eventually she was evicted.

Arrest

On November 20, 2018, Tulsa police officer Justin Oxford was investigating

online advertisements for suspected prostitution. Officer Oxford responded to one of the

ads and was directed to meet M.W. in room 220 at the Peoria Inn in Tulsa. When he

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arrived, he saw Mr. Palms parked in a car near room 220. After M.W. let Officer Oxford

into the room, he asked for a sex act and put money on the nightstand. When M.W.

agreed, Officer Oxford identified himself as a police officer and arrested her. M.W. told

Officer Oxford that she was being forced to work as a prostitute and identified Mr. Palms

as her pimp. Officer Oxford also saw a text message from Mr. Palms on M.W.’s phone

screen. The police arrested Mr. Palms in the parking lot and seized his cell phone.

Warrant and Search of Mr. Palms’s Cell Phone

Officer Oxford sought a warrant to search Mr. Palms’s cell phone from a Tulsa

County judge. In his affidavit supporting the warrant, Officer Oxford detailed the events

of November 20, 2018, and the information he obtained from M.W. about her connection

with Mr. Palms. The judge issued a warrant to search Mr. Palms’s cell phone. The

warrant said “[p]robable cause ha[d] been shown” and authorized the police to search

Mr. Palms’s cell phone for “[r]ecords, data, communications and information which are

evidence of Human Trafficking.” ROA Vol. I at 68. Specifically, the warrant authorized

the police to search Mr. Palms’s cell phone for evidence

including, but not limited to, all digital evidence stored on removable
storage and magnetic or electronic data contained in the contents of such
tablet, cell phone, laptop, camera and/or memory cards, including electronic
data storage devices, which in whole or part contain any and all evidence
related to the subscriber information from the SIM (subscriber
identification module) and/or ownership information for the device,
electronic mail, call logs, contacts, calendars, location services information,
global positioning (GPS) data and information, internet chat
communications, browser cache, auto-complete forms, stored passwords,
instant messaging, SMS (short message service), MMS (multimedia
message service), social media account data and information, application
data and information, documents, photographs, images, graphics, pictures,
videos, movies, audio or video recordings, any associated metadata, and

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any recorded documents depicting communications, correspondence or
storage of these communications, files, graphics, documents, or other data
related to the crime of Human Trafficking.

Id.

Officer Brian Booth, a member of the Tulsa Police Department’s intelligence unit,

extracted all the data from Mr. Palms’s cell phone pursuant to the warrant. Officer Booth

gave the extracted information, excluding the cloud data,2 to Officer Oxford, who

searched it.

B. Procedural History

In July 2019, a federal grand jury charged Mr. Palms with sex trafficking by force,

fraud, and coercion in violation of 18 U.S.C. §§ 1591(a)(1), (a)(2), and (b)(1) (Count

One); attempted obstruction of sex trafficking enforcement in violation of 18 U.S.C.

§ 1591(d) (Count Two); and retaliation against a victim and causing bodily harm in

violation 18 U.S.C. § 1513(b)(2) (Count Three).

Motion to Suppress

Prior to trial, Mr. Palms submitted a motion arguing the evidence obtained from

his cell phone should be suppressed because the warrant and the search of his cell phone

violated the Fourth Amendment. He made four arguments in support: (1) the document

2
Cloud data is electronic data stored on multiple servers known as “the cloud”
rather than on the physical electronic device, like the cell phone. Cloud Storage,
TECHOPEDIA, https://www.techopedia.com/definition/26535/cloud-storage (last updated
August 31, 2021). As permitted by the warrant, Officer Booth extracted the cloud data
from Mr. Palms’s cell phone to preserve it for a possible future warrant. The officers
never obtained another warrant, and no one has searched the cloud data. Mr. Palms has
not challenged the extraction of the cloud data in this appeal.

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titled “Search Warrant” was not actually a warrant because it did not have a sufficient

statement of probable cause, command language, or appropriate headings;3 (2) the

warrant lacked the particularity required by the Fourth Amendment because it did not

limit the search to specific materials or to a specific crime; (3) the extraction and search

of the data from the cell phone was unreasonable;4 and (4) the good faith exception did

not apply because well-trained officers would have understood this warrant was invalid.

The district court held a limited evidentiary hearing on the search of the cell

phone. At the hearing, the district court heard from Officer Booth, who extracted the data

from the cell phone, and Officer Oxford, who searched it.

Officer Booth testified that he reviewed the warrant and extracted the data for the

search. Officer Booth explained that he first tried to perform more limited types of

extractions known as a file extraction and a logical extraction, but they did not work on

Mr. Palms’s cell phone because these extraction methods were blocked by the phone’s

software or the carrier. He then resorted to the last extraction option available on the

machine he was using, which was a broad physical extraction. Officer Booth did not

contact any other agencies to help him limit his extraction because he believed they

would have the same options he had. The physical extraction created a byte-for-byte copy

3
Mr. Palms has not advanced this argument on appeal.
4
Mr. Palms also argued that the warrant was too broad because it permitted
officers to search for evidence of human trafficking between Mr. Palms and
co-conspirators but did not identify who the co-conspirators were. He does not raise this
argument on appeal.

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of the cell phone with data and metadata. Officer Booth did not limit the search to certain

types of files. He extracted all the data on the cell phone.

Officer Oxford testified about the methodology he used to search the data. He

informally limited his search to the relevant time-period from September 2018, when

Mr. Palms met M.W., to November 20, 2018, when they were arrested. His methodology

involved viewing SMS messages, MMS messages, photographs, and emails. 5 Sometimes

he used the search function to search key words, but he also viewed the evidence in their

locations on the cell phone to determine their context. When Officer Oxford saw

something unrelated to the crime of human trafficking, he moved on quickly. At one

point, Officer Oxford discovered privileged attorney-client communications, and he

promptly stopped his search to contact the prosecutor. He did not come across evidence

of any crimes other than human trafficking during the search.

After the evidentiary hearing, the district court denied Mr. Palms’s motion to

suppress. The district court held the warrant satisfied the Fourth Amendment because it

was supported by probable cause,6 and it was sufficiently particular because the search

was reasonable under United States v. Loera, 923 F.3d 907 (10th Cir. 2019).

5
SMS stands for short messaging service, which is a system that allows cell
phones to send and receive short text massages. SMS, OXFORD ENGLISH DICTIONARY (3d
ed. 2009). MMS is an acronym for multimedia message service and refers to text
messages combined with pictures, video, or sound files. MMS, CAMBRIDGE ENGLISH
DICTIONARY, https://dictionary.cambridge.org/us/dictionary/english/mms#dataset_cbed
(last visited October 7, 2021).
6
The district court addressed the issue of whether the warrant was supported by
probable cause even though Mr. Palms did not argue it in his motion.

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Alternatively, the district court determined both the officers relied in good faith on the

warrant. Mr. Palms asked the district court to reconsider, but the district court denied that

motion.

Motion in Limine

Under Federal Rule of Evidence 412, evidence of the victim’s prior sexual

behavior is generally not admissible in a civil or criminal proceeding involving alleged

sexual misconduct. Prior to trial, the Government submitted a Motion in Limine,

invoking Rule 412 and requesting the district court prohibit Mr. Palms from introducing

any evidence that M.W. had engaged in commercial sex acts before she met Mr. Palms.

Mr. Palms opposed the motion on the ground that this evidence was necessary to protect

his Fifth and Sixth Amendment rights. He also submitted a notice of sexual behavior

evidence, identifying specific sexual behavior evidence he sought to admit. This included

evidence that M.W. had voluntarily engaged in commercial sex before she met

Mr. Palms, M.W. had an understanding of the commercial sex business before she met

Mr. Palms, and M.W. knew how to post online advertisements for commercial sex before

she met Mr. Palms.7 Mr. Palms argued the evidence was constitutionally required

because it supported his alternative theory that it was M.W. who recruited and enticed

Mr. Palms to join her commercial sex business. He also said the evidence may be

7
Mr. Palms also sought to introduce evidence of M.W.’s sexual relationship with
him. That evidence was not admitted, but Mr. Palms does not challenge that decision on
appeal.

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necessary to impeach her credibility generally and specifically on the elements of the

crimes with which Mr. Palms was charged.

The district court ultimately prohibited Mr. Palms from presenting evidence about

M.W.’s prior sexual behavior under Rule 412. The district court determined the sexual

behavior evidence was generally not admissible, but it left the final decision for trial

because the evidence may be admissible if it was directly relevant to Mr. Palms’s charges

or to correct a misleading impression created by the testimony. The district court also

ruled the evidence would not be allowed to impugn M.W.’s credibility generally, but it

left open the possibility that Mr. Palms could use M.W.’s prior court testimony for direct

impeachment purposes.

At trial, M.W. testified that prostitution was “not something [she] would choose to

do on [her] own,” ROA Vol. III at 1108. To diminish her credibility, Mr. Palms sought to

introduce the evidence of her commercial sex acts prior to meeting Mr. Palms. With this

evidence, Mr. Palms sought to dispute M.W.’s testimony about her fear of Mr. Palms

when he identified himself as a pimp and the impression that Mr. Palms taught her how

prostitution works and how to post solicitation ads online. The district court denied the

request, stating the evidence of prior sexual behavior was irrelevant to whether Mr. Palms

forced her to advertise and perform commercial sex acts in 2018.

Trial and Conviction

In December 2019, the Government tried the charges against Mr. Palms to a jury,

but the jury could not reach a verdict. The district court declared a mistrial, and at the

Government’s request, set the case for retrial. Prior to the second trial, the Government

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obtained a superseding indictment containing all three of the original charges and two

additional charges: transporting an individual for prostitution in violation of 18 U.S.C.

§ 2421(a) (Count Four) and online promotion and facilitation of prostitution in violation

of 18 U.S.C. § 2421A(a) (Count Five).

During the second trial, the district court granted a motion for acquittal as to Count

Five (online promotion and facilitation of prostitution), but it sent the rest of the charges

to the jury. The jury acquitted Mr. Palms on Count Three (retaliation against a victim and

causing bodily harm) and found him guilty on Counts One (sex trafficking by force,

fraud, and coercion), Two (attempted obstruction of sex trafficking enforcement), and

Four (transporting an individual for prostitution). The district court imposed a sentence of

235 months each on Counts One and Two, and 120 months on Count Four, all running

concurrently.

II. DISCUSSION

On appeal, Mr. Palms challenges the district court’s decisions to admit the cell

phone evidence and to exclude evidence that M.W. engaged in commercial sex acts

before she met Mr. Palms. We undertake our analysis by first considering whether the

search and seizure of Mr. Palms’s cell phone satisfied the requirements articulated in the

Fourth Amendment. Then, we review the district court’s exclusion of the sexual behavior

evidence under Rule 412.

A. Search and Seizure

Mr. Palms appeals the district court’s decision denying the motion to suppress the

evidence obtained from his cell phone because (1) the warrant was invalid under the

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Fourth Amendment and (2) the search was unreasonable. When reviewing a district

court’s denial of a motion to suppress, we “view the evidence in the light most favorable

to the government and accept the district court’s factual findings unless they are clearly

erroneous.” United States v. Grimmett, 439 F.3d 1263, 1268 (10th Cir. 2006). But we

review de novo the ultimate question of reasonableness under the Fourth Amendment.

Loera, 923 F.3d at 915.

Applicable Law

The Fourth Amendment provides,

The right of the people to be secure in their persons, houses, papers, and
effects, against unreasonable searches and seizures, shall not be violated,
and no Warrants shall issue, but upon probable cause, supported by Oath or
affirmation, and particularly describing the place to be searched, and the
persons or things to be seized.

U.S. Const. amend. IV. In other words, the Fourth Amendment requires warrants to be

supported by probable cause and to describe with particularity who and what can be

searched and seized. After obtaining a warrant, the Fourth Amendment also requires

officers to conduct the search and seizure reasonably. Here, Mr. Palms argues neither the

warrant nor the subsequent search satisfied the constitutional requirements.

Warrant Particularity Requirement

Mr. Palms argues the warrant was not constitutionally valid because it did not

particularly describe the things to be seized even though it was limited to evidence of

human trafficking.8 Thus, we must determine whether “the crime of human trafficking” is

8
Mr. Palms briefly argues the warrant was not supported by probable cause.
However, Mr. Palms did not identify probable cause as one of the issues on appeal,
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a sufficiently specific crime such that a warrant’s limitation to search and seize evidence

of it satisfies the Fourth Amendment’s particularity requirement. We hold that it is.

The Fourth Amendment’s particularity requirement “‘ensures that the search will

be carefully tailored to its justifications[] and will not take on the character of the wide-

ranging exploratory searches the Framers intended to prohibit.’” United States v. Otero,

563 F.3d 1127, 1131–32 (10th Cir. 2009) (quoting Maryland v. Garrison, 480 U.S. 79, 84

(1987)). Because computers can contain enormous amounts of information and relevant

evidence can be stored in any location, the Fourth Amendment requires warrants for

computer searches to “affirmatively limit the search to evidence of specific . . . crimes or

specific types of material.” Id. at 1132 (quotation marks omitted).9 The same standard

applies to cell phones because they are essentially “‘minicomputers that also happen to

describe the requirements for determining probable cause, cite any cases, or apply the
facts to his probable cause argument. See Fed. R. App. P. 28(a)(8)(A) (requiring an
appellant to include his or her “contentions and reasons for them, with citations to the
authorities . . . on which the appellant relies”). Rather, the probable cause argument is
essentially identical to his particularity argument, and it is located under a heading titled,
“[t]he search violated the Fourth Amendment because the warrant failed the Fourth
Amendment’s particularity requirement and the search was overly broad and
unreasonable.” Aplt. Opening Br. at 11. Mr. Palms did not adequately brief his probable
cause argument, so it is waived. See United States v. Cooper, 654 F.3d 1104, 1128 (10th
Cir. 2011) (“It is well-settled that arguments inadequately briefed in the opening brief are
waived.” (internal quotations omitted)). We decline to consider it in this appeal.
9
The language in United States v. Otero requires that the warrant to search a
computer be limited to “specific federal crimes.” 563 F.3d 1127, 1132 (10th Cir. 2009)
(emphasis added). However, a warrant issued by a state judge that is limited to evidence
of a specific state crime also satisfies the particularity requirement of the Constitution.
See Mink v. Knox, 613 F.3d 995, 1010 (10th Cir. 2010) (quoting Otero but removing the
“federal” crime limitation).

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have the capacity to be used as a telephone.’” United States v. Russian, 848 F.3d 1239,

1245 (10th Cir. 2017) (quoting Riley v. California, 573 U.S. 373, 393 (2014)).

The guiding purpose of this standard is to establish practical guidelines about what

can be searched and seized, leaving nothing to the discretion of the officers executing the

warrant. United States v. Leary, 846 F.2d 592, 600 (10th Cir. 1988) (“A description is

sufficiently particular when it enables the searcher to reasonably ascertain and identify

the things authorized to be seized.” (quotation marks omitted)). Thus, “practical accuracy

rather than technical precision controls the determination of whether a search warrant

adequately describes the place to be searched.” Otero, 563 F.3d at 1132 (quotation marks

omitted).

As Mr. Palms contends, the warrant was not limited to any specific types of

materials, such as text messages, emails, or pictures. Rather, the warrant said the

information to be searched and seized “include[d], but [was] not limited to, all digital

evidence stored on removable storage and magnetic or electronic data contained in the

contents of such tablet, cell phone, laptop, camera and/or memory cards.” ROA Vol. I

at 68. Such a broad authorization is permissible under our precedent, so long as the

warrant contained some “limiting principle.” See Russian, 848 F.3d at 1245.

The Government contends the warrant contained such a limitation because it

permitted the officers to search and seize only evidence of “human trafficking.” But

Mr. Palms argues “human trafficking” is not sufficiently specific because the warrant did

not cite a specific criminal statute and because human trafficking is a broad term that

gave the officers “carte blanche to search and seize anything in the phone’s contents they

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believed might pertain in any way to any human trafficking, at any time, whether for

forced labor, for sex, for drug trafficking, or anything else arguably tied to the broad

universe of ‘human trafficking.’” Aplt. Opening Br. at 18. We disagree.

To be sufficiently particular, search warrants do not have to identify specific

statutes for the crimes to which they are limited. See United States v. Christie, 717 F.3d

1156, 1165 (10th Cir. 2013) (holding a warrant was particular when it was limited to

information “‘related to the murder, neglect, and abuse of’” a child); United States v.

Brooks, 427 F.3d 1246, 1252–53 (10th Cir. 2005) (holding a warrant satisfied the

particularity requirement when it authorized officers to search a computer “for evidence

of child pornography”). Mr. Palms’s contrary suggestion would inject the kind of

technical precision the Fourth Amendment does not require. Christie, 717 F.3d at 1166

(explaining the particularity requirement has never “been understood to demand of a

warrant technical precision or elaborate detail but only practical limitations affording

reasonable specificity” (internal quotation marks omitted)). Therefore, the lack of a

statutory citation does not automatically render a warrant invalid. Rather, we must

determine whether the warrant adequately limited the scope of the search despite the

absence of a statutory reference.

The warrant here is sufficiently limited. Oklahoma state law explicitly prohibits

“human trafficking.” Okla. Stat. tit. 21, § 748(B) (“It shall be unlawful to knowingly

engage in human trafficking.”). And the definition of “human trafficking” is not as

unrestrained as Mr. Palms suggests. It is defined as “modern-day slavery that includes,

but is not limited to, extreme exploitation and the denial of freedom or liberty of an

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individual for purposes of deriving benefit from that individual’s commercial sex act or

labor.” Id. § 748(A)(4).

Although Oklahoma’s definition of “human trafficking” includes both types of

human trafficking—sex trafficking and labor trafficking10—it is still a sufficiently

specific, defined crime. See, e.g., United States v. Burgess, 576 F.3d 1078, 1083, 1091

(10th Cir. 2009) (holding a warrant was sufficiently particular when it authorized a search

for evidence of the sale of any illegal controlled substance even though probable cause

for the warrant was based on evidence of marijuana and cocaine). It therefore does not

run afoul of our rejection of warrants that broadly encompass “any crime.” Cf. Otero, 563

F.3d at 1132–33 (holding a warrant was not particular when it had “no limiting

instruction whatsoever” and authorized “a wide-ranging search of [the appellant]’s

computer”); Cassady v. Goering, 567 F.3d 628, 635–36 (10th Cir. 2009) (holding a

warrant was not particular when there was only “probable cause to search for evidence

related to marijuana cultivation, yet the warrant authorized the seizure of all possible

evidence of any crime in any jurisdiction”).

10
At times, sex trafficking and labor trafficking are considered two separate
crimes. See, e.g., 18 U.S.C. § 1590 (labor trafficking); 18 U.S.C. § 1591 (sex trafficking).
However, in practice, they have essentially the same elements because they both require a
perpetrator to obtain or force someone to perform services. The type of human trafficking
simply turns on whether the services are sexual or not. See, e.g., United States v. Obie,
No. 1:18-CR-00424, 2019 WL 6873520, at *4 (N.D. Ga. Dec. 17, 2019) (recognizing sex
trafficking is a type of human trafficking); Wacko’s Too, Inc. v. City of Jacksonville, 522
F. Supp. 3d 1132, 1142 (M.D. Fla. 2021) (quoting a Florida ordinance that recognizes sex
trafficking as a common form of human trafficking).

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Because Oklahoma law labels the crime as “human trafficking,” and there is no

separate “sex trafficking” crime, it is “difficult to imagine how the . . . warrant could have

been phrased more specifically.” United States v. Le, 173 F.3d 1258, 1275 (10th Cir.

1999). Indeed, the Oklahoma state judge who issued the warrant and the Tulsa police

officers who executed it would have understood human trafficking to be a specific crime.

And most importantly, the existence of a statutory definition of “human trafficking”

would have enabled the executing Tulsa police officers to understand what evidence the

warrant permitted them to search and seize. Therefore, the warrant’s limitation to

evidence of the crime of human trafficking satisfied the Fourth Amendment’s

particularity requirement.11

Reasonableness of the Search and Seizure

After obtaining a warrant, the officers “must conduct their search ‘strictly within

the bounds set by the warrant.’” Loera, 923 F.3d at 916 (quoting Bivens v. Six Unknown

Named Agents of Fed. Bureau of Narcotics, 403 U.S. 388, 395 n.7 (1971)). “Determining

whether a search exceeds the scope of its authorizing warrant is, like most inquiries under

the Fourth Amendment, an exercise in reasonableness assessed on a case-by-case basis.”

Id. In general, “investigators executing a warrant can look anywhere where evidence

described in the warrant might conceivably be located.” Id. (citing United States v. Ross,

11
Even if we were to agree with Mr. Palms that the warrant was deficient,
however, we would affirm the district court’s denial of the motion to suppress based on
the good faith exception. United States v. Leon, 468 U.S. 897, 918–19 (1984) (applying
the good faith exception to the exclusionary rule).

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456 U.S. 798, 824 (1982)). However, that limitation can be difficult to enforce in a

computer search where relevant data could be stored anywhere. See id.

To address this problem, we have focused on how the computer search was

conducted rather than what was searched.12 See id. at 917. “Shifting our focus in this way

is necessary in the electronic search context because search warrants typically contain

few—if any—restrictions on where within a computer or other electronic storage device

the government is permitted to search.” Id. (emphasis in original). The reasonableness of

the search method “depends on the particular facts of a given case.” Id. at 920.

Mr. Palms first argues the extraction of information from his cell phone was too

broad. Officer Booth testified he could not perform a more limited file extraction or a

logical extraction on Mr. Palms’s cell phone, so he conducted a broad physical extraction

of the entire contents and metadata. And Officer Booth testified that seeking help from

other agencies would have been pointless because he believed they had the same

extraction options as he had. He therefore extracted a byte-for-byte copy of the contents

of the cell phone and captured a vast amount of information, including personal

information unrelated to the suspected crime.

12
The district court confused the Fourth Amendment’s particularity requirement
with the standard we have articulated for analyzing whether a computer search was
reasonable. ROA Vol. I at 147 (citing United States v. Loera, 923 F.3d 907, 917 (10th
Cir. 2019), and stating that “[i]nstead of applying rigid rules requiring particularity when
seeking a warrant, the focus should be on the reasonableness of how the search is carried
out by law enforcement officials”). But our holding in Loera involved only the
reasonableness of the search, not the warrant particularity requirement. 923 F.3d at 915–
21 (considering the reasonableness of two searches).

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Mr. Palms also argues the search of the extracted data should have been limited so

that the officers could not view any information that was not related to the suspected

crime. The district court found that Officer Oxford limited his search to the time after

Mr. Palms met M.W. The court also determined that Officer Oxford searched SMS

messages, MMS messages, photographs, and some emails, and that he would move on

quickly when he came across information or communications that were not potentially

relevant to the crime of human trafficking. The district court noted that Officer Oxford

discovered some privileged attorney-client communications during his search and

immediately stopped to consult with the prosecutor.

We have previously found a similar extraction and search to be reasonable. In

United States v. Burgess, the officers obtained a warrant to search the defendant’s

property for evidence of controlled substances. 576 F.3d at 1083. During the search, the

officers found a hard drive and searched it. To begin the search, they “ma[d]e a byte-for-

byte copy of the hard drive.” Id. at 1084. Although this process captured information

beyond the scope of the warrant, we did not hold the search was unreasonable. Id.

at 1095. Rather, we explained that the broad extraction was consistent with the reality

that evidence of the crime could be found in various file types. Id. at 1093. The search of

the extracted files then proceeded with the focus on files that might contain evidence of

drug trafficking. Id. at 1094–95. The officers viewed files even if they were not obviously

labeled with titles related to the suspected crime to confirm they had not been deceptively

labeled, but if the file did not contain relevant evidence, the officers moved on

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immediately. Id. at 1094–95. In Burgess, we concluded the extraction and the search

were reasonable. Id. at 1095.

We reach the same conclusion here. As in Burgess, the evidence of human

trafficking in this case could have taken many forms, such as text messages, emails,

photographs, internet history, and transaction applications. For this reason, the warrant

did not limit the search to one type of information contained on the cell phone. And the

physical extraction of all the data from the cell phone was reasonable. Likewise, Officer

Oxford limited his search to the time-period when Mr. Palms knew M.W. and viewed the

types of files that were most likely to contain evidence of the crime of human trafficking.

When he came across unrelated personal information or communications, he quickly

moved to the next thing. And when he came across privileged attorney-client

communications, he immediately stopped his search and contacted the prosecutor. This

search methodology was sufficiently limited. Therefore, both the extraction and the

search methodology were reasonable.

Because the warrant and the search of the cell phone complied with the Fourth

Amendment, we affirm the district court’s denial of the motion to suppress.

B. Federal Rule of Evidence 412

Mr. Palms argues the district court erred by excluding evidence of M.W.’s prior

commercial sex work under Federal Rule of Evidence 412. Specifically, Mr. Palms

appeals the decision to exclude evidence that (1) M.W. had knowledge of how to post

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online advertisements for commercial sex before she met Mr. Palms,13 (2) M.W. had

voluntarily engaged in commercial sex acts before meeting Mr. Palms, and (3) M.W.

knew about certain aspects of the commercial sex business before she met Mr. Palms. He

argues exclusion of this evidence violated the Confrontation Clause and his federal due

process rights.

“To the extent the challenge to the exclusion of evidence proffered by the

defendant is based on a constitutional objection . . . we review the district court’s ruling

excluding that evidence de novo.” United States v. Pablo, 696 F.3d 1280, 1297 (10th Cir.

2012). Otherwise, a district court’s ruling on the admissibility of evidence is reviewed for

abuse of discretion. United States v. A.S., 939 F.3d 1063, 1071 (10th Cir. 2019).

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Mr. Palms says the evidence that M.W. posted online advertisements for
commercial sex before she met him is arguably not sexual behavior evidence under
Rule 412. Mr. Palms did not raise this issue at the district court. Instead, he affirmatively
described this evidence as sexual behavior evidence. Furthermore, Mr. Palms does not
argue that the district court’s decision that this was sexual behavior evidence would result
in plain error. Thus, the argument is waived. See United States v. Leffler, 942 F.3d 1192,
1196 (10th Cir. 2019) (“When an appellant fails to preserve an issue and also fails to
make a plain-error argument on appeal, we ordinarily deem the issue waived (rather than
merely forfeited) and decline to review the issue at all—for plain error or otherwise.”);
United States v. Walker, 918 F.3d 1134, 1153–54 (10th Cir. 2019) (“To be clear, whether
issues should be deemed waived is a matter of discretion.”). The Government did not
suggest that Mr. Palms waived the argument, so the Government may have waived the
waiver on this issue. See Leffler, 942 F.3d at 1199. But because Mr. Palms affirmatively
represented this evidence as sexual behavior evidence before the district court, we decline
to review this argument for the first time on appeal. Singleton v. Wulff, 428 U.S. 106, 121
(1976) (“The matter of what questions may be taken up and resolved for the first time on
appeal is one left primarily to the discretion of the courts of appeals, to be exercised on
the facts of individual cases.”).

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Applicable Law

Under Federal Rule of Evidence 412, “[e]vidence offered to prove that a victim

engaged in other sexual behavior” and “[e]vidence offered to prove a victim’s sexual

predisposition” are “not admissible in any civil or criminal proceeding involving alleged

sexual misconduct.” Fed. R. Evid. 412(a). The purpose of this rule is “to safeguard the

alleged victim against the invasion of privacy, potential embarrassment and sexual

stereotyping.” Fed. R. Evid. 412, advisory committee notes to 1994 amendments.

However, there is an exception in criminal cases when the exclusion of the evidence

“would violate the defendant’s constitutional rights.” Fed. R. Evid. 412(b)(1)(C).

As relevant here, defendants have constitutional rights to due process and to

confront witnesses against them. The Fifth Amendment provides, “[n]o person shall . . .

be deprived of life, liberty, or property, without due process of the law.” U.S. Const.

amend. V. This amendment provides individuals with both substantive and procedural

due process rights. As it relates to this appeal, the Due Process Clause provides a

defendant with the right to a fair trial. Fero v. Kerby, 39 F.3d 1462, 1478 (10th Cir. 1994)

(“A fair trial in a fair tribunal is a basic requirement of due process.” (quoting In re

Murchison, 349 U.S. 133, 136 (1955))).

The Sixth Amendment provides, “[i]n all criminal prosecutions, the accused shall

enjoy the right . . . to be confronted with the witnesses against him.” U.S. Const.

amend. VI. This is known as the Confrontation Clause, and its purpose is to guarantee

defendants “‘an opportunity for effective cross-examination.’” Delaware v. Van Arsdall,

475 U.S. 673, 679 (1986) (quoting Delaware v. Fensterer, 474 U.S. 15, 20 (1985) (per

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curiam)) (emphasis in original). However, the right is not limitless. It does not guarantee

a defendant the right to cross-examine witnesses “in whatever way, and to whatever

extent, the defense might wish.” Id. (quoting Fensterer, 474 U.S. at 20).

Together, the Fifth and Sixth Amendments provide defendants with the “right to

present a defense.” United States v. Oldman, 979 F.3d 1234, 1252 (10th Cir. 2020)

(quotation marks omitted).

Analysis

Mr. Palms argues the exclusion of evidence that M.W. understood and participated

in commercial sex work before she met him violated his constitutional rights to a fair

trial, to confront witnesses against him, and to present a full defense. First, he argues the

sexual behavior evidence is relevant because it “tends to counter” the Government’s

assertion that Mr. Palms “enticed or recruited” M.W. to perform commercial sex acts—

an element of Count One. Aplt. Opening Br. at 28. Second, he argues the evidence would

“impeach the credibility of” M.W. Id. at 30.

Pursuant to the Confrontation Clause and the Due Process Clause, sexual behavior

evidence “may be required to be admitted . . . where relevant and probative on a central

issue of sexual offense charges.” A.S., 939 F.3d at 1072 (quotation marks omitted).

Evidence is considered relevant if it “has any tendency to make a fact more or less

probable than it would be without the evidence.” Fed. R. Evid. 401. However, relevance

is not enough; the evidence must also be probative of a central issue to be required by the

Constitution. In addition, “the Constitution does not mandate the admission of irrelevant

or general impeachment evidence.” A.S., 939 F.3d at 1074.

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Mr. Palms’s first argument is not persuasive because the sexual behavior evidence

is not probative of a central issue in this case. Evidence that a sex trafficking victim

previously engaged in prostitution is irrelevant to whether that victim was forced or

coerced into working as a prostitute at a later date. See 18 U.S.C. § 1591(a) (prohibiting

using “means of force, threats of force, fraud, [and] coercion” to “cause [a] person to

engage in a commercial sex act”). Other circuit courts have consistently come to the same

conclusion. United States v. Rivera, 799 F.3d 180, 185 (2d Cir. 2015) (“Evidence of

victims’ prior acts of commercial sex is irrelevant to whether those victims were coerced

into working as prostitutes.”); United States v. Roy, 781 F.3d 416, 420 (8th Cir. 2015)

(“The victim’s participation in prostitution either before or after the time period in the

indictment has no relevance to whether Roy beat her, threatened her, and took the money

she made from prostitution in order to cause her to engage in commercial sex.”); United

States v. Cephus, 684 F.3d 703, 708 (7th Cir. 2012) (explaining evidence the victim had

been a prostitute before “would not be evidence that she consented to be beaten and to

receive no share of the fees paid by the johns she serviced”); see also United States v.

Brown, 810 F. App’x 105, 108 (3d Cir. 2020) (unpublished) (“[W]hether Brown’s

victims engaged in prostitution before 2011 or after 2014 would have had little if any

probative value.”), cert. denied, 141 S. Ct. 443 (2020); United States v. Valenzuela,

495 F. App’x 817, 819–20 (9th Cir. Nov. 2, 2012) (per curiam) (unpublished)

(“Appellants cannot show the relevance of questions about prior prostitution to either

Appellants’ knowledge of the use of force, fraud, or coercion, or the victims’ consent to

work in prostitution.”). Even if M.W. participated in commercial sex work in 2017 and

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knew how to post ads for commercial sex, that does not tend to prove Mr. Palms did not

force her to engage in prostitution during the period charged. Indeed, this lack of

probative value is exactly why Rule 412 exists. It “preclude[s] defendants from arguing

that because the victim previously consented to have sex—for love or money—her claims

of coercion should not be believed.” Rivera, 799 F.3d at 185.

As to the issue of impeachment, Mr. Palms argues he should have been permitted

to present the evidence of M.W.’s prior commercial sex work when M.W. testified

prostitution is “not something [she] would choose to do on [her] own.” Aplt. Opening Br.

at 29. Because the sexual behavior evidence is not relevant to or probative of the issues

on trial, this is general impeachment evidence that is not required by the Constitution. See

A.S., 939 F.3d at 1074 (holding evidence of prior sexual behavior is not constitutionally

required if it would solely diminish the witness’s general credibility). And we cannot say

the district court abused its discretion in excluding the sexual behavior evidence under

Rule 412. Thus, we affirm the district court’s ruling excluding the evidence of M.W.’s

prior commercial sex work.

III. CONCLUSION

For the foregoing reasons, we AFFIRM the convictions.

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