Academic literature on the topic 'Forensic accuracy'

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Journal articles on the topic "Forensic accuracy"

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Altheyabi, Jasir Adel. "The Digital Forensic Tools Accuracy and Specifications." Academic Journal of Research and Scientific Publishing 3, no. 35 (2022): 58–65. http://dx.doi.org/10.52132/ajrsp.e.2022.35.3.

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The research aims to provide an overview of computer forensics, the history of computer forensics tools, and the accuracy and specifications of these tools. With the great and accelerating technological development, the reliance on the Internet has become greater and stronger than before. The world has become dependent on technology in all production and economic operations. And we talked in the second axis of the search for The Computer Forensic Legal Requirement, and Presentation of the tools used in the criminal investigation and an explanation of each tool. The digital forensic investigati
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Bharath Kumar, R., Abhishek Baplawat, P. Prabakaran, A. Phani Sridhar, B. Saraswathi, and Maderametla Roja Rani. "Artificial Intelligence in Forensic Sciences: Bridging Systematic Challenges with Next-Generation Applications." Journal of Neonatal Surgery 14, no. 5S (2025): 639–50. https://doi.org/10.52783/jns.v14.2105.

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Forensic science has come a long way in the boost afforded by Artificial Intelligence (AI) that enabled the strengthening of forensic investigations in terms of accuracy, efficiency and automation. This research studies AI driven methods in important forensic domains like fingerprint and facial identification, cyber forensics, forensic toxicology, forensic imaging, etc. Four machine learning algorithms were implemented over forensic data to analyze data comprising Convolutional Neural Networks (CNNs), Support Vector Machines (SVMs), Random Forest and K-Nearest Neighbors (KNN). On test data, re
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Al-mugern, ٍRafef, Siti Hajar Othman, and Arafat Al-Dhaqm. "An Improved Machine Learning Method by applying Cloud Forensic Meta-Model to Enhance the Data Collection Process in Cloud Environments." Engineering, Technology & Applied Science Research 14, no. 1 (2024): 13017–25. http://dx.doi.org/10.48084/etasr.6609.

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Cloud computing has revolutionized the way businesses operate by offering accuracy in Normalized Mutual Information (NMI). However, with the growing adoption of cloud services, ensuring the accuracy and validation of common processes through machine learning and clustering of these common concepts as well as of the processes generated by cloud forensics experts’ data in cloud environments has become a paramount concern. The current paper proposes an innovative approach to enhance the data collection procedure in cloud environments by applying a Cloud Forensic Meta-Model (CFMM) and integrating
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Malik, Dr Pankaj, Harshit Jain, Vartika Bhawsar, Neha Patidar, and Tanishka Soni. "Development of a Machine Learning Framework for Real-Time PMI (Post-Mortem Interval) Estimation in Field Forensics." INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT 08, no. 09 (2024): 1–6. http://dx.doi.org/10.55041/ijsrem37561.

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Accurate estimation of the Post-Mortem Interval (PMI) is critical in forensic investigations, aiding in determining the time of death. However, traditional PMI estimation methods, often reliant on physiological observations and environmental factors, face significant limitations in accuracy and efficiency, especially in field conditions. This paper presents the development of a machine learning (ML) framework designed for real-time PMI estimation, integrating multimodal sensor data to address the challenges encountered in field forensics. Our framework utilizes environmental and physiological
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Arthanari, Abirami, S. Shaan Raj, and Vignesh Ravindran. "A Narrative Review in Application of Artificial Intelligence in Forensic Science: Enhancing Accuracy in Crime Scene Analysis and Evidence Interpretation." Journal of International Oral Health 17, no. 1 (2025): 15–22. https://doi.org/10.4103/jioh.jioh_162_24.

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Abstract Aim: This review examines the transformative potential of artificial intelligence (AI) in forensic science, emphasizing its applications in crime scene analysis, evidence interpretation, digital forensics, and forensic odontology. It highlights AI’s ability to enhance accuracy, efficiency, and reliability while addressing ethical and practical challenges. Materials and Methods: A systematic search was conducted across PubMed, Web of Science, Scopus, and Google Scholar, complemented by manual reviews of key forensic journals and grey literature. The review included studies on AI applic
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Prambudi, Rizal Prambudi, Imam Riadi, and Murinto. "Analisis Forensik Mobile pada Aplikasi E-Commerce Menggunakan Metode Association of Chief Police Officers." Cyber Security dan Forensik Digital 8, no. 1 (2025): 44–52. https://doi.org/10.14421/csecurity.2025.8.1.5234.

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Media sosial merupakan platform daring yang memungkinkan komunikasi tanpa batas waktu dan lokasi, memfasilitasi interaksi antar pengguna. Walaupun fungsionalitasnya luas, media sosial sering disalahgunakan untuk berbagai tindakan kejahatan siber. Salah satu aplikasi yang banyak disalahgunakan untuk kegiatan ilegal adalah aplikasi e-commerce yang menyediakan berbagai transaksi jual beli. Aplikasi e-commerce menyimpan data pribadi di perangkat digital yang bisa digunakan sebagai bukti digital dalam kegiatan kriminal. Penelitian ini bertujuan mendapatkan bukti digital dari skenario kasus penipuan
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Alex, Makheti, Gilbert Gilibrays Ocen, Badru Lusiba, et al. "A Process Model to Enhance the Accuracy of Digital Forensic Investigations: A case of National Identification and Registration Authority (NIRA-Uganda)." East African Journal of Information Technology 5, no. 1 (2022): 216–43. http://dx.doi.org/10.37284/eajit.5.1.1015.

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The field of digital forensics has become commonplace due to the increasing prevalence of technology since the late 20th century and the inevitable relevance of this technology in the conducting of criminal activity. In traditional forensics, the evidence is generally something tangible that could identify the criminal, such as hair, blood or fingerprints. In contrast, digital forensics deals with files and data in digital form extracted from digital devices like computers, and phones, among other digital devices, meaning is derived from the fact that a computer or computerised device is the s
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Sutikno, Tole. "Mobile forensics tools and techniques for digital crime investigation: a comprehensive review." International Journal of Informatics and Communication Technology (IJ-ICT) 13, no. 2 (2024): 321. http://dx.doi.org/10.11591/ijict.v13i2.pp321-332.

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<p>Extracting and analyzing data from smartphones, IoT devices, and drones is crucial for conducting digital crime investigations. Effective cyberattack mitigation necessitates the use of advanced Android mobile forensics techniques. The investigation necessitates proficiency in manual, logical, hex dump, chip-off, and microread methodologies. This paper provides a comprehensive overview of Android mobile forensics tools and techniques for digital crime investigation, as well as their use in gathering and analyzing evidence. Forensic software tools like Cellebrite UFED, Oxygen Forensic D
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Tole, Sutikno. "Mobile forensics tools and techniques for digital crime investigation: a comprehensive review." International Journal of Informatics and Communication Technology 13, no. 2 (2024): 321–32. https://doi.org/10.11591/ijict.v13i2.pp321-332.

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Extracting and analyzing data from smartphones, IoT devices, and drones is crucial for conducting digital crime investigations. Effective cyberattack mitigation necessitates the use of advanced Android mobile forensics techniques. The investigation necessitates proficiency in manual, logical, hex dump, chip-off, and microread methodologies. This paper provides a comprehensive overview of Android mobile forensics tools and techniques for digital crime investigation, as well as their use in gathering and analyzing evidence. Forensic software tools like Cellebrite UFED, Oxygen Forensic Detective,
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Mahar, Mashooque Ali, Asad Raza, Raja Sohail Ahmed Larik, Asadullah Burdi, Muhammad Shabbir, and Mudassir Iftikhar. "Transformative Role of LLMs in Digital Forensic Investigation: Exploring Tools, Challenges, and Emerging Opportunities." VAWKUM Transactions on Computer Sciences 13, no. 1 (2025): 217–29. https://doi.org/10.21015/vtcs.v13i1.2127.

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In the evolving realm of digital forensics, the admissible nature of trustworthy digital evidence in a court of law necessitates the application of scientifically validated digital forensic investigative techniques to substantiate a suspected security event. The incorporation of LLMs represents a transformative technology, set to enhance the efficiency and accuracy of digital forensics investigations. A thorough literature analysis is conducted, including current digital forensic models, tools, large language models (LLMs), deep learning methodologies, and the application of LLMs in investigat
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Dissertations / Theses on the topic "Forensic accuracy"

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Petro, Waleed. "The effective accuracy of dental records in forensic dental identification in Sudan." Thesis, University of the Western Cape, 2013. http://hdl.handle.net/11394/4458.

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Magister Scientiae Dentium - MSc(Dent)<br>In Sudan there are currently no programmes targeting dentists to improve their own knowledge about how they can be part of human identification by keeping good dental records. In addition, no guidelines are stated by the health authorities about making, keeping and retention of dental records. The aim of this research was to assess the accuracy of dental records drawn up by the general dentists in Sudan with regard to forensic dental identification and compare these records to an ideal dental record. Dental records of 180 patients obtained from six sit
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Tawha, Tafadzwa Primrose Rudo. "Assessing the accuracy of the zygoma for estimating ancestry using geometric morphometrics in a South African sample." Master's thesis, Faculty of Health Sciences, 2019. http://hdl.handle.net/11427/31282.

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The large number of unidentified, decomposed and skeletonised remains found in South Africa (SA) necessitates relevant and reliable methods to assist in victim identification. Ancestry estimation from unknown skeletal remains is essential when reconstructing a demographic profile of a missing person. In the SA population, estimating ancestry is problematic as standards developed internationally rarely apply to the local, biologically heterogenous population. Craniofacial morphology is known to be ancestrally distinct and studies are yet to explore shape and size variation in the zygomatic bone
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Stamper, Trevor I. "Improving the Accuracy of Postmortem Interval Estimations Using Carrion Flies (Diptera: Sarcophagidae, Calliphoridae and Muscidae)." Cincinnati, Ohio : University of Cincinnati, 2008. http://rave.ohiolink.edu/etdc//view?acc_num=ucin1227108162.

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Thesis (Ph.D.)--University of Cincinnati, 2008.<br>Advisor: Ronald DeBry (Committee Chair); Theresa Culley (Committee Member); Gregory Dahlem (Committee Member); George Uetz (Committee Member); Anthony Perzigian (Committee Member). Title from electronic thesis title page (viewed Dec. 27, 2009). Keywords: Forensic entomology; sarcophagidae; calliphoridae; nocturnal oviposition. Includes abstract. Includes bibliographical references.
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Flowe, Heather D. "The effect of lineup member similarity on recognition accuracy in simultaneous and sequential lineups." Diss., Connected to a 24 p. preview or request complete full text in PDF format. Access restricted to UC IP addresses, 2005. http://wwwlib.umi.com/cr/ucsd/fullcit?p3189995.

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Thesis (Ph. D.)--University of California, San Diego, 2005.<br>Title from first page of PDF file (viewed March 1, 2006). Available via ProQuest Digital Dissertations. Vita. Includes bibliographical references ( p. 113-116).
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Dinh, Nancy Vien. "An analysis of the accuracy and function of three presumptive methods used in forensic science for the detection of urine." Thesis, Boston University, 2012. https://hdl.handle.net/2144/12349.

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Thesis (M.S.)--Boston University<br>The presumptive detection of urine from evidence found at a crime scene can assist investigators in determining the events that occurred during the commission of the crime. The Jaffe test is a traditional method which relies on the detection of creatinine, a constituent of urine. In 2009, the Uritrace® test device was developed to detect the presence of creatinine in urine. In 2010, the RSIDTM-Urine immunochromatographic card was released as a method for detection of a reportedly more specific component of urine, Tamm-Horsfall protein. The significance of th
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Barette, Tammy S. "A Bayesian approach to the estimation of adult skeletal age assessing the facility of multifactorial and three-dimensional methods to improve accuracy of age estimation /." Columbus, Ohio : Ohio State University, 2007. http://rave.ohiolink.edu/etdc/view?acc%5Fnum=osu1180543680.

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McKenna, Catherine Josephine. "Accuracy in the comparison of trabecular bone patterns and other hard tissue features visible on digitised dental radiographs in forensic dental identification." Title page, contents and abstract only, 1998. http://web4.library.adelaide.edu.au/theses/09SDN/09sdnm4788.pdf.

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Gültekin, Raver. "Testifying through another tongue:Examining the effects of language barriers on accuracy and suggestibility in eyewitness testimonies." Thesis, Stockholms universitet, Psykologiska institutionen, 2018. http://urn.kb.se/resolve?urn=urn:nbn:se:su:diva-160651.

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Language barriers in eyewitness testimonies may pose threats toward witnesses’ accuracy, and consequently on the outcome of judicial procedures. The present study aims to investigate the credibility and the extent of reported detail information of eyewitnesses’ testimony of a crime event, when the testimony is given in witnesses’ first language, second language, or second language through interpreter. Moreover, the study examines whether eyewitness suggestibility is affected by the language to which the testimony is provided. Participants (N=60) were exposed to a mock crime event and subsequen
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Cavanagh, Daniele. "Developing soft tissue thickness values for South African black females and testing its accuracy." Diss., University of Pretoria, 2010. http://hdl.handle.net/2263/25716.

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In forensic science one frequently has to deal with unidentified skeletonised remains. When conventional methods of identification have proven unsuccessful, forensic facial reconstruction (FFR) may be used, often as a last resort, to assist the process. FFR relies on the relationships between the facial features, subcutaneous soft tissues and underlying bony structure of the skull. The aim of this study was to develop soft tissue thickness (STT) values for South African black females for application to FFR, to compare these values to existing literature or databases, and to test the accuracy a
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Lech, Agnieszka Maria. "Forensic evaluation of witnesses' performance in creation, identification and recognition of offenders' facial composites, created with two holistic and one feature based software; the question of their confidence and accuracy under different experimental conditions." Thesis, University of Kent, 2012. http://ethos.bl.uk/OrderDetails.do?uin=uk.bl.ethos.592670.

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This thesis compares identifications based on composites created in featurebased and holistic systems. Three different systems were used: EFIT is feature-based software and two recently developed programs with a holistic approach to facial composites creations EFITV and EvoFIT. EFITV and EvoFIT are newly developed systems which are based on evolutionary search algorithms and are expected to provide more accwate facial composites. The work presented in this thesis is predominantly concerned with various methodologies used to examine accuracy of facial composites created under different experime
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Books on the topic "Forensic accuracy"

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Weiss, Sanford L. Forensic photography: Importance of accuracy. Pearson/Prentice Hall, 2009.

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Forensic Photography: Importance of Accuracy. Prentice Hall, 2008.

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Harper, Lonnie J. Accuracy of forensic tools for deception recognition. 2010.

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DeForest-Rusnak, Amy B. Assessing the accuracy of forensic science television. 2007.

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Bull, Ray, Aldert Vrij, and Amina A. Memon. Psychology and Law: Truthfulness, Accuracy and Credibility. Wiley & Sons, Incorporated, John, 2003.

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Bull, Ray, Amina Memon, and Aldert Vrij. Psychology and Law: Truthfulness, Accuracy and Credibility. Mcgraw-Hill College, 2000.

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Shakiryanova, Yuliya, Sergey Leonov, and Daniil Korabelnikov. 3D-modeling in forensic medicine: a tutorial. Moscow Medical - Social Institute named after Friedrich Haass, 2019. http://dx.doi.org/10.35571/mmsi.2019.1.001.

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The tutorial provides an overview of the main methods of creating three-dimensional (3D) models of objects and their applications. A step-by-step algorithm for creating virtual copies of objects based on digital photos and video frames using modern computer programs "AgisoftPhotoscan" and "ContextCapture" is described. Details of the necessary conditions for obtaining high-quality digital photos and models, especially the process of photography, the requirements for the resulting digital photos. Recommendations are given for obtaining digital photographs suitable for creating three-dimensional
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Bull, Ray, Amina Memon, and Aldert Vrij. Psychology and Law: Truthfulness, Accuracy and Credibility (Wiley Series in Psychology of Crime, Policing and Law). Wiley, 2003.

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Goldfarb, Deborah, Gail S. Goodman, Rakel P. Larson, Alejandra Gonzalez, and Mitchell L. Eisen. Putting Children’s Memory and Suggestibility in their Place. Oxford University Press, 2017. http://dx.doi.org/10.1093/oso/9780190612016.003.0007.

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Children bring their own unique abilities, backgrounds, and circumstances into legal settings. Thus, discussions of children’s memory and suggestibility require a nuanced approach to the many factors that can affect their eyewitness reports. The authors contend that children’s memory accuracy and inaccuracy in forensic contexts are affected by individual differences, the nature of the event, and the context in which the memory is elicited. In this chapter, the proposed framework is applied to extant research on children’s memory and suggestibility, focusing on children with histories of maltre
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Knoll, James L. Evaluation of malingering in corrections. Oxford University Press, 2015. http://dx.doi.org/10.1093/med/9780199360574.003.0023.

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Recognizing when someone is not being truthful is challenging. Multiple tests of malingering have been developed for forensic purposes. Malingered mental illness in the correctional setting poses a complicated dilemma. Many factors change the typical presentation and detection strategies, and inaccurate determinations have serious consequences. Detection requires a thorough knowledge of the characteristics of genuine psychiatric illness, a systematic approach to evaluation, identification of objective indicators, and use of scientifically validated psychological tests when necessary. The detec
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Book chapters on the topic "Forensic accuracy"

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Sauer, James D., and Neil Brewer. "Confidence and Accuracy of Eyewitness Identification." In Forensic Facial Identification. John Wiley & Sons, Ltd, 2015. http://dx.doi.org/10.1002/9781118469538.ch8.

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Stamm, Matthew C., and Xinwei Zhao. "Anti-Forensic Attacks Using Generative Adversarial Networks." In Multimedia Forensics. Springer Singapore, 2022. http://dx.doi.org/10.1007/978-981-16-7621-5_17.

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AbstractThe rise of deep learning has led to rapid advances in multimedia forensics. Algorithms based on deep neural networks are able to automatically learn forensic traces, detect complex forgeries, and localize falsified content with increasingly greater accuracy. At the same time, deep learning has expanded the capabilities of anti-forensic attackers. New anti-forensic attacks have emerged, including those discussed in Chap. 10.1007/978-981-16-7621-5_14 based on adversarial examples, and those based on generative adversarial networks (GANs). In this chapter, we discuss the emerging threat posed by GAN-based anti-forensic attacks. GANs are a powerful machine learning framework that can be used to create realistic, but completely synthetic data. Researchers have recently shown that anti-forensic attacks can be built by using GANs to create synthetic forensic traces. While only a small number of GAN-based anti-forensic attacks currently exist, results show these early attacks are both effective at fooling forensic algorithms and introduce very little distortion into attacked images.
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Reavis, S. C., T. Schlaphoff, R. Martell, and E. D. du Toit. "Precision and Accuracy in the Analysis of VNTR Polymorphisms for Paternity Testing." In Advances in Forensic Haemogenetics. Springer Berlin Heidelberg, 1992. http://dx.doi.org/10.1007/978-3-642-77324-2_46.

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Balazs, I., J. Chimera, A. Eisenberg, et al. "Accuracy, Precision, and Site-to-Site Reproducibility in Analysis Of DNA Polymorphisms for Identity Testing." In Advances in Forensic Haemogenetics. Springer Berlin Heidelberg, 1990. http://dx.doi.org/10.1007/978-3-642-75496-8_15.

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Villet, Martin H., Cameron S. Richards, and John M. Midgley. "Contemporary Precision, Bias and Accuracy of Minimum Post-Mortem Intervals Estimated Using Development of Carrion-Feeding Insects." In Current Concepts in Forensic Entomology. Springer Netherlands, 2009. http://dx.doi.org/10.1007/978-1-4020-9684-6_7.

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Ouanes, Khaled. "Applying Artificial Neural Networks to Estimate PMI: A New Era of Accuracy in Forensic Science." In Advances in Forensic Biology and Genetics. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-96-4585-5_11.

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Hao, Hanxiang, Emily R. Bartusiak, David Güera, et al. "Deepfake Detection Using Multiple Data Modalities." In Handbook of Digital Face Manipulation and Detection. Springer International Publishing, 2022. http://dx.doi.org/10.1007/978-3-030-87664-7_11.

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AbstractFalsified media threatens key areas of our society, ranging from politics to journalism to economics. Simple and inexpensive tools available today enable easy, credible manipulations of multimedia assets. Some even utilize advanced artificial intelligence concepts to manipulate media, resulting in videos known as deepfakes. Social media platforms and their “echo chamber” effect propagate fabricated digital content at scale, sometimes with dire consequences in real-world situations. However, ensuring semantic consistency across falsified media assets of different modalities is still very challenging for current deepfake tools. Therefore, cross-modal analysis (e.g., video-based and audio-based analysis) provides forensic analysts an opportunity to identify inconsistencies with higher accuracy. In this chapter, we introduce several approaches to detect deepfakes. These approaches leverage different data modalities, including video and audio. We show that the presented methods achieve accurate detection for various large-scale datasets.
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Roy, Aniket, Rahul Dixit, Ruchira Naskar, and Rajat Subhra Chakraborty. "Copy-Move Forgery Detection in Digital Images—Survey and Accuracy Estimation Metrics." In Digital Image Forensics. Springer Singapore, 2019. http://dx.doi.org/10.1007/978-981-10-7644-2_3.

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Ma, Bin, Xiaoyu Wang, Bing Li, and Yun-Qing Shi. "A Multiple Linear Regression Based High-Accuracy Error Prediction Algorithm for Reversible Data Hiding." In Digital Forensics and Watermarking. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-11389-6_15.

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Yang, Qunting, and Tiegang Gao. "An Image Authentication Scheme for Accurate Localization and Restoration." In Digital-Forensics and Watermarking. Springer Berlin Heidelberg, 2014. http://dx.doi.org/10.1007/978-3-662-43886-2_34.

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Conference papers on the topic "Forensic accuracy"

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Youbi, Fatiha, Souhila Laribi, and Nesma Settouti. "AI-Driven Classification of Forensic Autopsy Reports: Balancing Accuracy and Interpretability." In 2024 International Conference of the African Federation of Operational Research Societies (AFROS). IEEE, 2024. https://doi.org/10.1109/afros62115.2024.11037068.

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Tamilselvi, M. "Evaluation of Superior Accuracy of Faster RCNN over Conventional Forensic Techniques in Image Tampering Detection." In 2024 2nd International Conference on Self Sustainable Artificial Intelligence Systems (ICSSAS). IEEE, 2024. https://doi.org/10.1109/icssas64001.2024.10760523.

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Prewitt, T. J. "Application of 3D Metrology Technology in Inspection, Corrosion Mapping, and Failure Analysis." In CORROSION 2016. NACE International, 2016. https://doi.org/10.5006/c2016-07672.

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Abstract Three dimensional (3D) optical measurement systems have seen ongoing development with regards to both technologies and applications. While previously targeted primarily toward manufacturing and quality control environments, significant benefits have been recognized for utilizing precision optical metrology systems across the oil and gas industry. Specific applications have developed in field and facility defect assessment and mapping, NDE services, failure analysis, evidence preservation, and forensic reconstruction. This paper presents recent work and research comparing 3D laser scan
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Kilbane, John J. "Forensic Analysis of Failed Pipe: Microbiological Investigations." In CORROSION 2014. NACE International, 2014. https://doi.org/10.5006/c2014-3789.

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Abstract Maintaining pipeline integrity is crucial in the oil &amp; gas industry, and when pipeline defects are detected, or pipeline failures occur, understanding the cause of these events is of utmost importance. Corrosion can have multiple causes and one of these is microbiologically influenced corrosion or MIC. Accurate detection and quantification of corrosion associated microorganisms requires that samples should be obtained and analyzed as quickly as possible when microbial growth tests are used. However, MIC is not always considered when beginning an investigation of a pipe segment tha
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Maiberger, Roy, Yakov Gusakov, and Tirza Routtenberg. "Empirical Evaluation of ENF Extraction Methods for Accurate Timestamping in Multimedia Forensics." In 2025 59th Annual Conference on Information Sciences and Systems (CISS). IEEE, 2025. https://doi.org/10.1109/ciss64860.2025.10944719.

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Kipanga, Rebecca, and Fadoua Khennou. "Leveraging Feature Selection and Deep Learning for Accurate Malware and Ransomware Detection in PE Files." In 2025 13th International Symposium on Digital Forensics and Security (ISDFS). IEEE, 2025. https://doi.org/10.1109/isdfs65363.2025.11012017.

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Huntley, Rick, and Cindy O’Malley. "Failure Investigation: Field Sampling and Communication to Maximize the Effectiveness of Laboratory Analysis." In SSPC 2014 Greencoat. SSPC, 2014. https://doi.org/10.5006/s2014-00021.

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Abstract An accurate and comprehensive coating failure analysis often hinges not only on the quality of the field investigation and the laboratory analysis but also on effective communication between the field analyst and the forensic laboratory. Several steps can be taken during a field investigation to ensure that samples of coating removed for laboratory analysis fairly represent the condition of the coatings and give the forensic laboratory the best possible chance of discovering the root cause of the coating failure. The first step involves developing a sampling strategy. Among other cons
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Mahalakshmi, T. "The Future of Forensic Investigations: Harnessing the Potentials of AI." In International Conference on Artificial Intelligence in Commerce and Management. Shanlax Publications, 2025. https://doi.org/10.34293/icaicm-25.ch022.

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Artificial Intelligence (AI) is transforming forensic investigations, enhancing accuracy, speed, and efficiency in crime-solving. This paper explores how AI is revolutionizing forensic practices by automating tasks, improving data analysis, and providing predictive insights. It highlights key applications, such as facial recognition, pattern analysis, and digital forensics, which reduce manual effort and minimize human error. The paper also examines challenges such as ethical concerns, data privacy, and technical limitations, proposing solutions to address these issues. As AI continues to evol
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ALIYEV, FIKRAT. "INTERNATIONAL STANDARDS AS THE BASIS FOR THE QUALITY AND ACCURACY OF FORENSIC EXPERTISE." In MDB iştirakçıları olan dövlətlərin səlahiyyətli orqanlarının ekspert-kriminalistik fəaliyyətinin aktual məsələləri. Azərbaycan Respublikası Daxili İşlər Nazirliyi Polis Akademiyası, 2025. https://doi.org/10.62130/qvvj9881.

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The article is dedicated to the role of international standards ISO/IEC 17025 and ISO 21043 in ensuring the quality and accuracy of forensic examinations. The description of the principles of these standards helps to understand their importance in increasing the objectivity, transparency, and reproducibility of forensic research results. The article discusses the main problems of implementing international standards in forensic expert activities and their impact on the international recognition of expert examination results. Special attention is given to the necessity of constant updating of s
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Palmese, Fabio, and Alessandro E. C. Redondi. "A Framework for Storage-Accuracy Optimization of IoT Forensic Analysis." In GLOBECOM 2022 - 2022 IEEE Global Communications Conference. IEEE, 2022. http://dx.doi.org/10.1109/globecom48099.2022.10000747.

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Reports on the topic "Forensic accuracy"

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Clausen, Jay, Richard Hark, Russ Harmon, John Plumer, Samuel Beal, and Meghan Bishop. A comparison of handheld field chemical sensors for soil characterization with a focus on LIBS. Engineer Research and Development Center (U.S.), 2022. http://dx.doi.org/10.21079/11681/43282.

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Commercially available handheld chemical analyzers for forensic applications have been available for over a decade. Portable systems from multiple vendors can perform X-ray fluorescence (XRF) spectroscopy, Raman spectroscopy, Fourier transform infrared(FTIR) spectroscopy, and recently laser-induced breakdown spectroscopy (LIBS). Together, we have been exploring the development and potential applications of a multisensor system consisting of XRF, Raman, and LIBS for environmental characterization with a focus on soils from military ranges. Handheld sensors offer the potential to substantially i
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Jones, Nicole S., and Gerald LaPorte. 2017 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2017. http://dx.doi.org/10.3768/rtipress.2017.cp.0004.1705.

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The 2017 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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Jones, Nicole S. 2018 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2018. http://dx.doi.org/10.3768/rtipress.2018.cp.0007.1804.

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The 2018 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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Jones, Nicole S., and Erica Fornaro, eds. 2019 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2019. http://dx.doi.org/10.3768/rtipress.2018.cp.0009.1902.

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The 2019 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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Jones, Nicole S., and Erica Fornaro, eds. 2020 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2020. http://dx.doi.org/10.3768/rtipress.2020.cp.0012.2003.

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The 2019 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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Jones, Nicole S., and Erica Fornaro. 2021 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2021. http://dx.doi.org/10.3768/rtipress.2021.cp.0013.2104.

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The 2021 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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DiEmma, Gabby, and Erica Fornaro. 2022 National Institute of Justice Forensic Science Research and Development Symposium. RTI Press, 2022. http://dx.doi.org/10.3768/rtipress.2022.cp.0015.2204.

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The 2022 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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DiEmma, Gabby, and Erica Fornaro, eds. 2023 National Institute of Justice Forensic Science Research and Development Symposium: American Academy of Forensic Sciences 75th Annual Scientific Conference. RTI Press, 2023. http://dx.doi.org/10.3768/rtipress.2023.cp.0016.2304.

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The 2023 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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DiEmma, Gabby, and Erica Fornaro, eds. 2024 National Institute of Justice Forensic Science Research and Development Symposium: American Academy of Forensic Sciences 76th Annual Scientific Conference. RTI Press, 2024. http://dx.doi.org/10.3768/rtipress.2024.cp.0018.2404.

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The 2024 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic or applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific research
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DiEmma, Gabby, and Erica Fornaro, eds. 2025 National institute of justice forensic science research and development symposium: American academy of forensic sciences 77th annual scientific conference. RTI Press, 2025. https://doi.org/10.3768/rtipress.2025.cp.0019.2504.

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The 2025 National Institute of Justice (NIJ) Forensic Science Research and Development (R&amp;D) Symposium is intended to promote collaboration and enhance knowledge transfer of NIJ-funded research. The NIJ Forensic Science R&amp;D Program funds both basic and applied R&amp;D projects that will (1) increase the body of knowledge to guide and inform forensic science policy and practice or (2) result in the production of useful materials, devices, systems, or methods that have the potential for forensic application. The intent of this program is to direct the findings of basic scientific researc
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