Authorship attribution for neural text generation

A Uchendu, T Le, K Shu, D Lee - Proceedings of the 2020 …, 2020 - aclanthology.org
In recent years, the task of generating realistic short and long texts have made tremendous
advancements. In particular, several recently proposed neural network-based language …

Authorship attribution using text distortion

E Stamatatos - Proceedings of the 15th Conference of the …, 2017 - aclanthology.org
Authorship attribution is associated with important applications in forensics and humanities
research. A crucial point in this field is to quantify the personal style of writing, ideally in a …

The limits of word level differential privacy

J Mattern, B Weggenmann, F Kerschbaum - arXiv preprint arXiv …, 2022 - arxiv.org
As the issues of privacy and trust are receiving increasing attention within the research
community, various attempts have been made to anonymize textual data. A significant …

Scripting dna: Identifying the javascript programmer

W Wisse, C Veenman - Digital Investigation, 2015 - Elsevier
The attribution of authorship is required in diverse applications, ranging from ancient novels
(Shakespeare's work, Federalist papers) for historical interest to recent novels for linguistic …

[图书][B] Reverse Turing Test in the Age of Deepfake Texts

A Uchendu - 2023 - search.proquest.com
Abstract As Artificial Intelligent (AI) technologies become ubiquitous, humans will have to
contend with many benefits and disadvantages of these advancements. Particularly, in …

Enhancing Representation Generalization in Authorship Identification

H Wang - arXiv preprint arXiv:2310.00436, 2023 - arxiv.org
Authorship identification ascertains the authorship of texts whose origins remain
undisclosed. That authorship identification techniques work as reliably as they do has been …

IncogniText: Privacy-enhancing Conditional Text Anonymization via LLM-based Private Attribute Randomization

A Frikha, N Walha, KK Nakka, R Mendes… - arXiv preprint arXiv …, 2024 - arxiv.org
In this work, we address the problem of text anonymization where the goal is to prevent
adversaries from correctly inferring private attributes of the author, while keeping the text …

Syntactic methods for topic-independent authorship attribution

J Björklund, N Zechner - Natural Language Engineering, 2017 - cambridge.org
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 …

[HTML][HTML] Practice-oriented authorship verification

O Halvani - 2021 - tuprints.ulb.tu-darmstadt.de
The question of the authorship of texts has occupied numerous areas both within and
beyond research for a very long time. Knowing whether a particular person is a potential …

Reduce & attribute: Two-step authorship attribution for large-scale problems

M Tschuggnall, B Murauer… - Proceedings of the 23rd …, 2019 - aclanthology.org
Authorship attribution is an active research area which has been prevalent for many
decades. Nevertheless, the majority of approaches consider problem sizes of a few …