Results 21 to 30 of about 3,474 (186)
Security and Communication Networks, Volume 2021, Issue 1, 2021., 2021 Most of the current authentication mechanisms adopt the “one‐time authentication,” which authenticate users for initial access. Once users have been authenticated, they can access network services without further verifications. In this case, after an illegal user completes authentication through identity forgery or a malicious user completes ...
Jianfeng Guan +3 more
wiley +1 more source
The Limitations of Stylometry for Detecting Machine-Generated Fake News
Computational Linguistics, 2020 Recent developments in neural language models (LMs) have raised concerns about their potential misuse for automatically spreading misinformation. In light of these concerns, several studies have proposed to detect machine-generated fake news by capturing
Schuster, Tal +3 more
doaj +1 more source
Probing the topological properties of complex networks modeling short written texts [PDF]
, 2014 In recent years, graph theory has been widely employed to probe several language properties. More specifically, the so-called word adjacency model has been proven useful for tackling several practical problems, especially those relying on textual ...
Amancio, Diego R.
core +7 more sources
Security and Communication Networks, Volume 2021, Issue 1, 2021., 2021 Compromising the online social network account of a genuine user, by imitating the user’s writing trait for malicious purposes, is a standard method. Then, when it happens, the fast and accurate detection of intruders is an essential step to control the damage.
Suleyman Alterkavı +2 more
wiley +1 more source
Code stylometry vs formatting and minification [PDF]
PeerJ Computer ScienceThe automatic identification of code authors based on their programming styles—known as authorship attribution or code stylometry—has become possible in recent years thanks to improvements in machine learning-based techniques for author recognition. Once
Stefano Balla +2 more
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Classification of Russian Texts by Genres Based on Modern Embeddings and Rhythm
Моделирование и анализ информационных систем, 2022 The article investigates modern vector text models for solving the problem of genre classification of Russian-language texts. Models include ELMo embeddings, BERT language model with pre-training and a complex of numerical rhythm features based on lexico-
Ksenia Vladimirovna Lagutina
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Fractal Sentiments and Fairy Tales - Fractal scaling of narrative arcs as predictor of the perceived quality of Andersen's fairy tales [PDF]
Journal of Data Mining and Digital Humanities, 2022 This article explores the sentiment dynamics present in narratives and their contribution to literary appreciation. Specifically, we investigate whether a certain type of sentiment development in a literary narrative correlates with its quality as ...
Yuri Bizzoni +3 more
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Digital Stylometry: Linking Profiles Across Social Networks [PDF]
, 2015 There is an ever growing number of users with accounts on multiple social media and networking sites. Consequently, there is increasing interest in matching user accounts and profiles across different social networks in order to create aggregate profiles
Roy, Deb, Vosoughi, Soroush, Zhou, Helen
core +3 more sources
, 2023 Orbis Litterarum, Volume 78, Issue 5, Page 331-334, October 2023.
Lucie Duggan
wiley +1 more source
A study of Media Polarization with Stylometry Methods
Proceedings of the International Florida Artificial Intelligence Research Society Conference, 2021 This research investigated the U.S. media polarization with stylometry approaches, creating classification models to identify the political leanings of news articles based on their writing style.
Yifei Hu, Julia Rayz
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