2023
DOI: 10.32604/cmc.2023.039340
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Hyper-Tuned Convolutional Neural Networks for Authorship Verification in Digital Forensic Investigations

Asif Rahim,
Yanru Zhong,
Tariq Ahmad
et al.

Abstract: Authorship verification is a crucial task in digital forensic investigations, where it is often necessary to determine whether a specific individual wrote a particular piece of text. Convolutional Neural Networks (CNNs) have shown promise in solving this problem, but their performance highly depends on the choice of hyperparameters. In this paper, we explore the effectiveness of hyperparameter tuning in improving the performance of CNNs for authorship verification. We conduct experiments using a Hyper Tuned CN… Show more

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Cited by 5 publications
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