United States v. Palms ( 2021 )


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  • 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
    Appellate Case: 20-5072     Document: 010110622035         Date Filed: 12/21/2021      Page: 2
    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).
    2
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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
    3
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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.
    5
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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.
    6
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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.
    7
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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.
    8
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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
    10
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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
    19
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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).
    13
    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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    Appellate Case: 20-5072      Document: 010110622035          Date Filed: 12/21/2021          Page: 21
    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
    21
    Appellate Case: 20-5072      Document: 010110622035          Date Filed: 12/21/2021      Page: 22
    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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    Appellate Case: 20-5072      Document: 010110622035          Date Filed: 12/21/2021      Page: 23
    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
    23
    Appellate Case: 20-5072     Document: 010110622035          Date Filed: 12/21/2021      Page: 24
    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.
    24