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Generative-adversarial network for falsification of handwritten signatures 生成对抗网络伪造手写签名。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-12-04 DOI: 10.1111/1556-4029.15680
Maciej Marcinowski-Prażmowski PhD

With further development of generative AI, primarily generative-adversarial networks (GAN), deepfakes are gaining in quality and accessibility. While, forensic methods designed for examination of handwriting are often applied to its digital copies, despite being possibly insensitive to cases of GAN-made forgeries (unless methods of digital forensics are co-employed). Approaching this problem from a novel perspective, we have created a translational GAN tasked with generating false handwritten signatures from limited examples, aiming to ascertain whether traditional methods of signature examination will be effective against such forgeries. We have found that traditional methods of handwriting examination are sufficient for identification of discriminative features that could result in rejection of GAN-made forgeries, however, those stemmed mostly from the lesser visual quality of the generated signatures, which could be improved in the future.

随着生成式人工智能(主要是生成对抗网络(GAN))的进一步发展,深度伪造的质量和可访问性正在提高。然而,为检查笔迹而设计的法医方法经常应用于其数字副本,尽管可能对gan制造的伪造案件不敏感(除非联合使用数字法医方法)。从一个新颖的角度来解决这个问题,我们创建了一个翻译GAN,其任务是从有限的例子中生成虚假的手写签名,旨在确定传统的签名检查方法是否能有效地对抗此类伪造。我们发现,传统的笔迹检查方法足以识别鉴别特征,这些特征可能导致gan制造的伪造品被拒绝,然而,这些特征主要源于生成的签名的视觉质量较差,这可以在未来得到改善。
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引用次数: 0
Report of forensically relevant insects collected from pig and rabbit remains during two forensic entomology workshops in Eastern Massachusetts 在马萨诸塞州东部两次法医昆虫学研讨会期间从猪和兔子遗骸中采集的法医相关昆虫报告。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-12-04 DOI: 10.1111/1556-4029.15681
Samantha J. Sawyer PhD

Forensic entomology relies on known geographic ranges and seasonal presence of forensically relevant insects. In the Northeastern United States, there is no information on species in the region in early spring. Two forensic entomology workshops took place in April of 2023 and 2024 in Milton, Massachusetts. During this workshop, practitioners were trained in the appropriate collection and storage techniques prior to a practical experience including the collection of insects from pig and rabbit remains. All insects collected were identified down to family or species level. Across both years, Phormia regina (Meigen) (Diptera: Calliphoridae) was the fly consistently colonizing remains and was the oldest immature larvae in all instances. Calliphora vicina (Robineau-Desvoidy) (Diptera: Calliphoridae), Protophormia terraenovae (Robineau-Desvoidy) (Diptera: Calliphoridae), and Muscina stabulans (Fallén) (Diptera: Muscidae) were additional flies co-colonizing remains with P. regina. Other species were found as adults surrounding the remains that included other necrophagous fly species, beetles, and ants. Variation in insects collected between years likely due to high temperature variation. This documentation of species provides context to forensically related flies expected in Eastern Massachusetts and provides research directives in the region.

法医昆虫学依赖于已知的地理范围和法医相关昆虫的季节性存在。在美国东北部,没有关于该地区早春物种的信息。两场法医昆虫学研讨会分别于2023年和2024年4月在马萨诸塞州的米尔顿举行。在这个研讨会上,从业者在实践经验之前接受了适当的收集和储存技术的培训,包括从猪和兔子遗体中收集昆虫。收集到的所有昆虫都被鉴定到科或种的水平。在这两年中,在所有情况下,都是最老的未成熟幼虫。此外,还发现了与雷吉蝇共定居的残蝇,分别为:维吉蝇(robineau - desvoidae)(双翅目:蝇科)、地原蝇(robineau - desvoidae)(双翅目:蝇科)和马田蝇(fallabulans)(双翅目:蝇科)。在遗骸周围还发现了其他成年物种,包括其他食尸蝇、甲虫和蚂蚁。不同年份收集的昆虫的变化可能是由于高温变化。这种物种的文件提供了背景法医相关苍蝇预计在马萨诸塞州东部,并提供了在该地区的研究指导。
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引用次数: 0
Retraction: M. Ashton, N. Czado, M. Harrel, S. Hughes. “Genotyping strategies for tissues fixed with various embalming fluids for human identification, databasing, and traceability,” Journal of Forensic Sciences (Early View) https://doi.org/10.1111/1556-4029.15414. 撤回:M. Ashton、N. Czado、M. Harrel、S. Hughes。"用各种防腐液固定组织的基因分型策略,用于人体识别、数据库和可追溯性",《法医学杂志》(早期浏览)https://doi.org/10.1111/1556-4029.15414。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-28 DOI: 10.1111/1556-4029.15684

The above article, first published online 31st October 2023, on Wiley Online Library (wileyonlinelibrary.com), has been retracted at the request of the authors, and by agreement between the Editor in Chief, Michael Peat PhD, the American Academy of Forensic Science, and John Wiley & Sons Inc. This retraction has been made because of the omission of the authorship of two co-investigators and premature submission of the manuscript that prevented corrections from, and approval by, the full research team. There was also a departure from the authorizing committee's terms for acknowledgment.

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引用次数: 0
Survey on forensic DNA biology training in forensic science service laboratories in the United States 美国法医科学服务实验室法医DNA生物学培训调查。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-27 DOI: 10.1111/1556-4029.15671
Kelly M. Elkins PhD, Shervonne Joseph BS, Cassandra Skrant MSFS

Training is an essential component of onboarding new hires in forensic science service provider (FSSP) laboratories. There are several DNA training standards published by the American Academy of Forensic Sciences (AAFS) Academy Standards Board (ASB) American National Standards Institute (ANSI) accredited framework. In this study, we conducted a survey of forensic DNA laboratory training programs to better understand training activities and materials. The survey was approved by the IRB and emailed to forensic laboratory directors, assistant directors, and/or DNA technical leaders and responses were submitted by them or their designees. Over thirty leaders and stakeholders responded. In this article, we report on the results of the survey. Respondents indicated that training activities included readings, writing assignments and quizzes, shadowing analysts, and mock casework and that training is documented and is a collaborative effort of the technical leader, unit supervisor, advanced forensic scientists, and other analysts and technicians. Laboratories assess competency using multiple methods including performance on mock casework, report writing, laboratory practical and competency tests, and a mock trial and testimony. The top three training activities reported are hands-on practice, shadowing, and readings. The top three focuses of the training are laboratory techniques (extraction, quantitation, amplification, and capillary electrophoresis), STR typing, and mixture analysis. Ethics violations and failure to pass the competency tests and mock trial, even after remediation, are the top reasons new hires fail training. Finally, the top items respondents would like to spend more time offering training on are troubleshooting, validation, and root cause analysis.

培训是法医学服务提供商(FSSP)实验室新员工入职培训的重要组成部分。美国法证科学院(AAFS)学院标准委员会(ASB)美国国家标准学会(ANSI)认可框架发布了多项DNA培训标准。在本研究中,我们对法医 DNA 实验室培训项目进行了调查,以更好地了解培训活动和材料。该调查经 IRB 批准,并通过电子邮件发送给法医实验室主任、助理主任和/或 DNA 技术负责人,由他们或其指定人员提交回复。三十多位领导和相关人员做出了回复。本文将报告调查结果。受访者表示,培训活动包括阅读、写作作业和测验、跟班分析师和模拟案件工作,培训有文件记录,是技术负责人、单位主管、高级法证科学家以及其他分析师和技术人员的共同努力。实验室采用多种方法评估能力,包括模拟办案、撰写报告、实验室实践和能力测试以及模拟审判和作证。据报告,排名前三位的培训活动是实际操作、跟班学习和阅读。培训的三大重点是实验室技术(提取、定量、扩增和毛细管电泳)、STR 分型和混合物分析。违反职业道德以及即使经过补救也无法通过能力测试和模拟审判是新员工培训失败的首要原因。最后,受访者希望花更多时间提供培训的首要项目是故障排除、验证和根本原因分析。
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引用次数: 0
Comparative transcriptomic analysis provides novel insights into mescaline biosynthesis by Lophophora williamsii 比较转录组学分析为了解威廉希尔手机版的麦司卡林生物合成提供了新的视角。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-26 DOI: 10.1111/1556-4029.15679
Eun-Mi Hwang MS, Kyu-Sik Jeong PhD, Seong Yeon Yoo PhD, Jihyun Kim PhD, Sanggil Choe PhD, Joo-Young Kim PhD

Lophophora williamsii, known for mescaline synthesis, has raised legal and ethical considerations. However, L. williamsii specimens that do not contain mescaline have been recently identified, necessitating the development of techniques to differentiate between mescaline-positive and mescaline-negative groups. Genetic markers have been explored to differentiate these specimens, complementing gas chromatography/mass spectrometry analysis. Here, we used a single-molecule real-time polymerase chain reaction to generate a full-length L. williamsii transcriptome and elucidate the mechanisms underlying mescaline biosynthesis. In total, 2,839,819 base pairs of highly accurate long reads were obtained using PacBio Iso-Seq and 70,945 unigenes were obtained through transcriptome sequencing. Known genes involved in the mescaline biosynthetic pathway were confirmed in the L. williamsii transcriptome, including 6 genes encoding tyrosine decarboxylases, 1 encoding tyrosine/DOPA decarboxylase, 215 encoding O-methyltransferases, and 129 encoding hydroxylases. Gene Ontology analysis revealed 2903 biological processes, 695 cellular components, and 1766 molecular functions. The Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed two biosynthetic pathways, namely, phenylpropanoid and isoquinoline biosynthesis, associated with mescaline biosynthesis. To investigate genetic differences based on the presence of mescaline, Illumina Nova sequencing was conducted. The expression levels of genes involved in mescaline biosynthesis were compared to establish a candidate gene pool based on the presence of mescaline. Subsequently, functional annotation was performed on the identified candidate genes using a genetic database derived from PacBio sequencing. These findings underscore the need for a re-evaluation of forensic methods and legal regulations concerning newly identified L. williamsii specimens.

Lophophora williamsii 以合成麦司卡林而闻名,这引起了法律和伦理方面的考虑。不过,最近发现了不含麦司卡林的 L. williamsii 标本,因此有必要开发区分麦司卡林阳性和麦司卡林阴性群体的技术。基因标记被用来区分这些标本,作为气相色谱/质谱分析的补充。在这里,我们使用单分子实时聚合酶链反应生成了全长的 L. williamsii 转录组,并阐明了麦司卡林生物合成的内在机制。我们使用 PacBio Iso-Seq 获得了 2,839,819 个碱基对的高精度长读数,并通过转录组测序获得了 70,945 个单基因。在 L. williamsii 的转录组中确认了参与麦司卡林生物合成途径的已知基因,包括 6 个编码酪氨酸脱羧酶的基因、1 个编码酪氨酸/多巴胺脱羧酶的基因、215 个编码 O-甲基转移酶的基因和 129 个编码羟化酶的基因。基因本体分析显示了 2903 个生物过程、695 个细胞组分和 1766 个分子功能。京都基因和基因组百科全书(KEGG)通路分析显示,与麦司卡林生物合成相关的生物合成通路有两条,即苯丙类化合物和异喹啉的生物合成。为了研究麦司卡林存在的遗传差异,进行了 Illumina Nova 测序。通过比较参与麦司卡林生物合成的基因的表达水平,根据麦司卡林的存在情况建立了候选基因库。随后,利用 PacBio 测序得到的基因数据库对确定的候选基因进行了功能注释。这些发现突出表明,有必要重新评估有关新鉴定的 L. williamsii 标本的法医方法和法律规定。
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引用次数: 0
Correction to: The impacts of thermocouple insulation failure on the accuracy of temperature measurement data in forensic fire-death scenarios—Part II: Low electrical resistance and contamination 更正:热电偶绝缘失效对火灾死亡法证场景中温度测量数据准确性的影响--第二部分:低电阻和污染。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-25 DOI: 10.1111/1556-4029.15678

Silveira, D, Kendell, A, Shook, B. The impacts of thermocouple insulation failure on the accuracy of temperature measurement data in forensic fire-death scenarios—Part II: Low electrical resistance and contamination. J Forensic Sci 2024; 69(5): 190617. https://doi.org/10.1111/1556-4029.15577

In both the Abstract and Highlights for this article, the upper limit for the range of temperature errors that occurred during thermocouple measurements of an ice bath at 0°C was given as “almost 2200°C.” This value was originally measured in Fahrenheit and was not properly converted to Celsius. The correct value in both instances should appear as “almost 1200°C.”

We apologize for this error.

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引用次数: 0
Serial killer and necrophilia: Report of twenty-five years of treatment and management in a rare case 连环杀手与恋尸癖:一个罕见病例二十五年的治疗和管理报告。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-21 DOI: 10.1111/1556-4029.15675
Ilaria Rossetto PhD, MD, Filippo Franconi MD, Fulvio Carabellese JUS, Gianfranco Rivellini MD, Lia Parente PsyD, Felice Carabellese MD

The authors report a case of a sexual serial killer responsible for four homicides (one homosexual and three prostitutes) over a 12-year period. The perpetrator was diagnosed with a severe personality disorder and necrophilia at the time of the crimes and was declared partially mentally impaired and dangerous to societal security by the Court of Jurisdiction for these crimes. The offender served 22 years in prison, including half of the detention in an OPG (High Security Forensic Psychiatry Hospital) receiving psychiatric treatment. This was followed by 3 years of internment in the REMS (Residences for the Execution of Security Measures): these facilities are regional mental health community facilities, each accommodating 20 patients, established throughout Italian administrative division. Such facilities are designed for the accommodation and treatment of offenders who are either deemed not guilty by reason of insanity (NGRI) or declared totally mentally impaired (Articles 88, Italian Penal Code) or assessed as partially mentally impaired (Article 89 Italian Penal Code), typically following reduced imprisonment terms. The case documents the history of schizophrenic disorder, the development of serial killers' behavior during incarceration, and the comprehensive process of treatment and management that encompasses 25 years. Cases documenting the evolution of the human path and long-term treatment of serial killers remain rarely documented available in the literature.

作者报告了一起性连环杀手案件,该杀手在 12 年内犯下四起杀人案(一名同性恋者和三名妓女)。犯罪人在犯罪时被诊断出患有严重的人格障碍和恋尸癖,并因这些罪行被管辖法院宣布为部分精神受损和危害社会安全。罪犯在狱中服刑 22 年,其中一半时间被关押在 OPG(高度戒备法医精神病医院)接受精神病治疗。之后又在 REMS(执行安全措施住所)关押了 3 年:这些设施是地区性精神健康社区设施,每个可容纳 20 名病人,遍布整个意大利行政区。这些设施旨在收容和治疗因精神失常而被认定无罪(NGRI)或被宣布为完全精神受损(《意大利刑法典》第 88 条)或被评估为部分精神受损(《意大利刑法典》第 89 条)的罪犯,通常是在减刑之后。该案例记录了精神分裂症的历史、连环杀手在监禁期间的行为发展以及长达 25 年的全面治疗和管理过程。记录连环杀手的人生轨迹演变和长期治疗的案例在文献中仍然很少见。
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引用次数: 0
Genital lacerations following sexual assault and consensual sexual intercourse: A systematic review and meta-analysis 性侵犯和自愿性交后的生殖器撕裂伤:系统回顾和荟萃分析。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-20 DOI: 10.1111/1556-4029.15666
Leah S. Crawford EMT, Nancy R. Downing PhD, RN, SANE-A, SANE-P, FAAN, Abimbola D. Famurewa CPS, Jenifer R. Markowitz ND, RN, WHNP-BC, SANE-A, DF-IAFN, Gang Han PhD

The identification of genital injuries during a medical-forensic examination may impact the investigation and prosecution of sexual assault. The purpose of this meta-analysis was to compare prevalence of genital lacerations (or tears) in persons reporting consensual versus non-consensual vaginal penetration. We hypothesized there would be greater prevalence of genital injuries in the non-consensual group. We searched PubMed, CINAHL, Web of Science, and gray literature for relevant observational case–control studies. Relative risk (RR) ratios using Mantel–Haenszel method were calculated to compare prevalence of genital lacerations between patients reporting consensual versus non-consensual penetration. Mantel–Haenszel chi-square tested significance and Cochran's Q determined between-study heterogeneity. In all studies, genital injuries were observed in both groups. The overall RR of 1.26 indicated a 26% greater risk of genital lacerations in the non-consensual group compared to the consensual group (p = 0.003). Study heterogeneity was 54% (p = 0.05). Findings suggest a greater likelihood of observing genital lacerations in persons reporting non-consensual vaginal penetration. High heterogeneity reflects variations between studies regarding provider education and training, visualization techniques, patient characteristics, time between assault and examination, and documentation practices. A major limitation is the lack of observer blinding creating potential bias. Findings support the need to standardize genital visualization techniques and documentation in sexual assault medical forensic examinations. Healthcare providers conducting medical forensic examinations must understand the limitations of studies comparing non-consensual and consensual injury findings if asked to provide information or testimony on this topic.

在法医检查过程中识别生殖器损伤可能会影响性侵犯的调查和起诉。这项荟萃分析的目的是比较在自愿与非自愿阴道插入报告中生殖器裂伤(或撕裂)的发生率。我们假设未经双方同意的人群中生殖器损伤的发生率更高。我们在 PubMed、CINAHL、Web of Science 和灰色文献中搜索了相关的观察性病例对照研究。采用 Mantel-Haenszel 法计算相对风险 (RR) 比率,以比较报告双方同意插入与未经双方同意插入的患者之间生殖器撕裂伤的发生率。Mantel-Haenszel chi-square 检验显著性,Cochran's Q 检验研究间的异质性。在所有研究中,两组均观察到生殖器损伤。总RR为1.26,表明与双方同意组相比,非双方同意组发生生殖器撕裂伤的风险高出26%(P = 0.003)。研究异质性为 54%(p = 0.05)。研究结果表明,在报告未经同意插入阴道的人群中,观察到生殖器撕裂伤的可能性更大。高度异质性反映了不同研究在提供者的教育和培训、可视化技术、患者特征、侵犯与检查之间的时间以及记录方法等方面存在差异。研究的一个主要局限是缺乏观察者盲法,这可能会造成偏差。研究结果支持在性侵犯医学法医检查中规范生殖器可视化技术和记录的必要性。如果被要求提供相关信息或证词,进行医学法医检查的医疗服务提供者必须了解比较非自愿和自愿伤害结果的研究的局限性。
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引用次数: 0
A statistical analysis for deepfake videos forgery traces recognition followed by a fine-tuned InceptionResNetV2 detection technique 对深度伪造视频的伪造痕迹识别进行统计分析,然后采用经过微调的 InceptionResNetV2 检测技术。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-19 DOI: 10.1111/1556-4029.15665
Sandhya MSc, Abhishek Kashyap PhD

Deepfake videos are growing progressively more competent because of the rapid advancements in artificial intelligence and deep learning technology. This has led to substantial problems around propaganda, privacy, and security. This research provides an analytically novel method for detecting deepfake videos using temporal discrepancies of the various statistical features of video at the pixel level, followed by a deep learning algorithm. To detect minute aberrations typical of deepfake manipulations, this study focuses on both spatial information inside individual frames and temporal correlations between subsequent frames. This study primarily provides a novel Euclidean distance variation probability score value for directly commenting on the authenticity of a deepfake video. Next, fine-tuning of InceptionResNetV2 with the addition of a dense layer is trained FaceForensics++ for deepfake detection. The proposed fine-tuned model outperforms the existing techniques as its testing accuracy on unseen data outperforms the existing methods. The propsd method achieved an accuracy of 99.80% for FF++ dataset and 97.60% accuracy for CelebDF dataset.

由于人工智能和深度学习技术的飞速发展,深度伪造视频的能力日益增强。这导致了围绕宣传、隐私和安全的大量问题。本研究提供了一种新颖的分析方法,利用像素级视频各种统计特征的时间差异,再利用深度学习算法来检测深度伪造视频。为了检测典型的深度伪造操作的微小畸变,本研究重点关注单个帧内的空间信息和后续帧之间的时间相关性。本研究主要提供了一种新颖的欧氏距离变化概率分值,用于直接评判深度伪造视频的真伪。接下来,通过增加密集层对 InceptionResNetV2 进行微调,训练 FaceForensics++ 进行深度伪造检测。所提出的微调模型优于现有技术,因为它在未见数据上的测试准确率优于现有方法。propsd 方法在 FF++ 数据集上的准确率达到 99.80%,在 CelebDF 数据集上的准确率达到 97.60%。
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引用次数: 0
Significance of image brightness levels for PRNU camera identification 图像亮度对 PRNU 摄像机识别的意义。
IF 1.5 4区 医学 Q2 MEDICINE, LEGAL Pub Date : 2024-11-19 DOI: 10.1111/1556-4029.15673
Abby Martin PhD, Jennifer Newman PhD

A forensic investigator performing source identification on a questioned image from a crime aims to identify the unknown camera that acquired the image. On the camera sensor, minute spatial variations in intensities between pixels, called photo response non-uniformity (PRNU), provide a unique and persistent artifact appearing in every image acquired by the digital camera. This camera fingerprint is used to produce a score between the questioned image and an unknown camera using a court-approved camera identification algorithm. The score is compared to a fixed threshold to determine a match or no match. Error rates for the court-approved camera-identification PRNU algorithm were established on a very large set of image data, making no distinction between images with different brightness levels. Camera exposure settings and in-camera processing strive to produce a visually pleasing image, but images that are too dark or too bright are not uncommon. While prior work has shown that exposure settings can impact the accuracy of the court-approved algorithm, these settings are often unreliable in the image metadata. In this work, we apply the court-approved PRNU algorithm to a large data set where images are assigned a brightness level as a proxy for exposure settings using a novel classification method and then analyze error rates. We find statistically significant differences between error rates for nominal images and for images labeled dark or bright. Our result suggests that in court, the error rate of the PRNU algorithm for a questioned image may be more accurately characterized when considering the image brightness.

法证调查员对犯罪现场的可疑图像进行来源识别,目的是识别获取图像的未知相机。在相机传感器上,像素间强度的微小空间变化(称为光响应不均匀性 (PRNU))在数码相机获取的每张图像中都会出现独特而持久的伪影。这种相机指纹使用法院批准的相机识别算法,在受质疑图像和未知相机之间产生一个分数。该分数与一个固定的阈值进行比较,以确定是否匹配。法院批准的相机识别 PRNU 算法的误差率是在一组非常大的图像数据上确定的,不区分不同亮度的图像。摄像机的曝光设置和机内处理都力求生成视觉上令人愉悦的图像,但过暗或过亮的图像并不少见。虽然之前的工作表明曝光设置会影响法院批准算法的准确性,但这些设置在图像元数据中往往并不可靠。在这项工作中,我们将法院批准的 PRNU 算法应用于一个大型数据集,在该数据集中,我们使用一种新颖的分类方法为图像分配了一个亮度级别作为曝光设置的代理,然后对错误率进行分析。我们发现标称图像的错误率与标记为暗或亮的图像的错误率之间存在明显的统计学差异。我们的结果表明,在法庭上,如果考虑到图像亮度,PRNU 算法对受质疑图像的错误率可能会更准确。
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引用次数: 0
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Journal of forensic sciences
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