Forensic Detection of Child Exploitation Material Using Deep Learning

Islam, Mofakharul; Mahmood, Abdun Nur; Watters, Paul A.; Alazab, Mamoun

doi:10.1007/978-3-030-13057-2_10

Cited by 6 publications

(3 citation statements)

References 13 publications

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“…The consequences of AI can be made more obvious by transforming their business structures and key operations from industries including banking (Sivaram et al, 2020), medicine (Gupta et al, 2021), forensic (Islam et al, 2019), marketing (Gómez et al, 2020), education (Li et al, xxxx), travel (Kurugollu et al, 2020), and production (Sathishkumar et al, 2020). Intelligence and creative thinking are key advances in AI technologies.…”

Section: Introduction To Risk Analysis In E-businessmentioning

confidence: 99%

RETRACTED ARTICLE: A hybrid approach for risk analysis in e-business integrating big data analytics and artificial intelligence

Lakshmanan

Maheswari

2021

Ann Oper Res

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The main job of the e-business professional is to produce appropriate and trustworthy financial data. The solid internal controlling systems and the ethics and integrity of administration and staff depend significantly on the accuracy and relevancy of financial reports. This article demonstrates how Artificial Intelligence interacts with internal controlling systems creatively to assist managers in creating quality financial data by minimizing the risk of loss. A risk analysis approach for e-business is proposed in this article. Even though various kinds of research suggested in accountancy utilizing artificial intelligence, none of these proved explicitly how data risks were reduced via AI technology. The analysis benefits organizations save considerable expenses and losses by providing reliable financial data, helping managers decide effectively, and enhancing firms' efficiency. This article offers a concept of utilizing artificial intelligence to automate the removal of the vulnerability of internal monitoring systems by all types of businesses. It decreases the risk control, identification, and reporting quality through managing the risk of information reporting by offering the highest risk prediction accuracy of 89% and the precision ratio of 91% compared to the existing models.

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Section: Introduction To Risk Analysis In E-businessmentioning

confidence: 99%

RETRACTED ARTICLE: A hybrid approach for risk analysis in e-business integrating big data analytics and artificial intelligence

Lakshmanan

Maheswari

2021

Ann Oper Res

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“…The authors stated that newborn's head is exaggerated to make the childbirth easier and the head starts dramatic changes over childhood aging as in Figure 2. During that, child face preserves high level of smoothness with low level of textural changes [9,13].…”

Section: Methodsmentioning

confidence: 99%

The Effects of Head Pose and Face Roundness on Age Progression in Children Faces

Al-Afare

2023

JUBPAS

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Background: This paper analyzes the geometric changes in human face during childhood to estimate the related age; cranial changes are used as age-progression features within childhood stage (0-12) years. Infant face is close to the circular shape turning to an ellipse shape over age progression face oval is determined and drawn using face landmarks, were it’s robust against opening mouth, thinness, fatness or face occlusion by hair. Materials and Methods: The experiments depending on two types of face dataset. First one is the standard FG-NET dataset, which was provided with face landmark points numbered from 1 to 68 [14, 15]. Besides, an Internet-based collected data set of (3010) face images extracted from Daily Photo Project. Results: Drawn face ellipse provided set of measures that significantly modeled changes in forehead size and face roundness. Studied age period was between birth and 12 years old. Exaggerated head size at birth provides round face with big forehead, which starts shrinking as age progresses natural face. Conclusion: Face ellipse provided efficient measures and distances to represent face changes along childhood. Comparing with published researches in young-face age estimation, proposed face ellipse recorded encouraging results.

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“…It can promote the unity and consistency of ceramic and decorative templates. Contemporary brand management, to be exact, is a necessary work of modern basic graphic design [2]. If ceramic production increases, the new designer wants its beauty and its aesthetic appeal [3].…”

Section: Introduction To Ceramic Artmentioning

confidence: 99%

Art Design Teaching Based on the Multidata Fusion Algorithm and Virtual Simulation Technology

Liang

2022

Mobile Information Systems

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Virtual Reality (VR) technologies are widely applied to teaching art design. VR has been created with high-level techniques that create the artificial environment to support virtual aesthetics. Especially ceramics art design requires technical advancement to enhance business individuals. However, the user requires the virtual reality experience to improve the art design teaching performance. During the teaching process, reality learning patterns, experiences, and fusion ceramic product design are required to enhance art design teaching. So, in this research, modern art design has been optimized using virtual reality with a deep learning architecture for craftsmanship, style, ideals, creative aesthetics, cultural ramifications, and inherited designers to create an effective model. The deep learning-assisted gate array algorithm (GAA) is used to optimize the modern art structure in system design. Therefore, this approach reveals some experimental findings that produce better performance benefits than saving time and resources in traditional manual detection systems.

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Forensic Detection of Child Exploitation Material Using Deep Learning

Cited by 6 publications

References 13 publications

RETRACTED ARTICLE: A hybrid approach for risk analysis in e-business integrating big data analytics and artificial intelligence

RETRACTED ARTICLE: A hybrid approach for risk analysis in e-business integrating big data analytics and artificial intelligence

The Effects of Head Pose and Face Roundness on Age Progression in Children Faces

Art Design Teaching Based on the Multidata Fusion Algorithm and Virtual Simulation Technology

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