Syntactic methods for topic-independent authorship attribution
Sign Up to like & getrecommendations! Published in 2017 at "Natural Language Engineering"
DOI: 10.1017/s1351324917000249
Abstract: Abstract The efficacy of syntactic features for topic-independent authorship attribution is evaluated, taking a feature set of frequencies of words and punctuation marks as baseline. The features are ‘deep’ in the sense that they are… read more here.
Keywords: independent authorship; feature; attribution; authorship attribution ... See more keywords
Authorship attribution using author profiling classifiers
Sign Up to like & getrecommendations! Published in 2022 at "Natural Language Engineering"
DOI: 10.1017/s1351324921000383
Abstract: Abstract Authorship attribution – the computational task of identifying the author of a given text document within a set of possible candidates – has been attracting interest in Natural Language Processing research for many years.… read more here.
Keywords: authorship attribution; attribution using; using author; author profiling ... See more keywords
Incorporating Topic Information in a Global Feature Selection Schema for Authorship Attribution
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2930536
Abstract: Authorship attribution (AA) is a stylometric analysis task of finding the author of an anonymous/disputed text document. In AA, the performance improvement of class-based feature selection schemas, such as Chi-square, and Gini index over frequency-based… read more here.
Keywords: feature selection; feature; topic; authorship attribution ... See more keywords
Language and Obfuscation Oblivious Source Code Authorship Attribution
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DOI: 10.1109/access.2020.3034932
Abstract: Source Code Authorship Attribution can answer many interesting questions such as: Who wrote the malicious source code? Is the source code plagiarized, and does it infringe on copyright? Source Code Authorship Attribution is done by… read more here.
Keywords: authorship attribution; code; source code; source ... See more keywords
Towards Performance Improvement of Authorship Attribution
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DOI: 10.1109/access.2024.3407673
Abstract: An accurate authorship attribution model can play a vital role in security domain by detecting fraudulent texts and combating plagiarism, online piracy, and cyber attacks. In this paper, we work on improving the performance of… read more here.
Keywords: performance; training samples; authorship attribution; towards performance ... See more keywords
Mitigating Authorship Attribution in Social Media Texts: A Privacy by Translation Approach
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DOI: 10.1109/access.2025.3624312
Abstract: The exponential growth of social media usage has raised significant privacy concerns, especially regarding adversarial authorship attribution. Social media texts pose distinctive privacy risks for authorship attribution due to their informal, high-variance style. We evaluate… read more here.
Keywords: privacy; social media; translation; authorship attribution ... See more keywords
Authorship Attribution of Microtext Using Capsule Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3067736
Abstract: Authorship attribution (AA) is an important task, as it identifies the author of a written text from a set of suspect authors. Different methodologies of anonymous writing have been discovered with the rising usage of… read more here.
Keywords: authorship attribution; task; attribution microtext; capsule ... See more keywords
Authorship Attribution of Social Media Messages
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Computational Social Systems"
DOI: 10.1109/tcss.2021.3123895
Abstract: The world is facing a new era in which social media communication plays a fundamental role in people’s lives. Along with proven benefits, several collateral drawbacks have risen, one being the widespread of false information… read more here.
Keywords: authorship attribution; social media; media messages; attribution social ... See more keywords
Dataset Characteristics for Reliable Code Authorship Attribution
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Dependable and Secure Computing"
DOI: 10.1109/tdsc.2021.3138700
Abstract: Code authorship attribution aims to identify the author of software source code according to the author’s unique coding style characteristics. The lack of benchmark data in the field, forced researchers to employ various resources that… read more here.
Keywords: authorship attribution; code authorship; attribution; dataset characteristics ... See more keywords
Reframing the responsibility gap in medical artificial intelligence: insights from causal selection and authorship attribution
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Medical Ethics"
DOI: 10.1136/jme-2024-110600
Abstract: The increasing use of AI in healthcare has sparked debates about responsibility and accountability for AI-related errors. The difficulty in attributing moral responsibility for undesirable outcomes caused by increasingly autonomous (often opaque) AI systems has… read more here.
Keywords: responsibility gap; causal selection; gap medical; authorship attribution ... See more keywords
Authorship attribution based on Life-Like Network Automata
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DOI: 10.1371/journal.pone.0193703
Abstract: The authorship attribution is a problem of considerable practical and technical interest. Several methods have been designed to infer the authorship of disputed documents in multiple contexts. While traditional statistical methods based solely on word… read more here.
Keywords: life like; attribution based; attribution; authorship attribution ... See more keywords