[PDF][PDF] AI-Writing Detection Using an Ensemble of Transformers and Stylometric Features.

GK Mikros, A Koursaris, D Bilianos… - IberLEF …, 2023 - academia.edu
This study aims to develop an effective and precise methodology for detecting AI-generated
text, leveraging the synergistic combination of transformer learning and stylometric features …

Towards a human-AI hybrid for adversarial authorship

J Allred, S Packer, G Dozier, S Aykent… - 2020 …, 2020 - ieeexplore.ieee.org
In this paper, we compare two types of masking methods for Adversarial Authorship. One
method is a human-based interactive form of masking (referred to as AuthorCAAT-V) while …

Towards the Improvement of UI/UX of a Human-AI Adversarial Authorship System

S Packer, C Seals, G Dozier - International Conference on Human …, 2022 - Springer
Abstract AuthorCAAT (Author Cyber Analysis & Advisement Tool) is a tool created to aid
users in protecting their online privacy by assisting them in altering their writing style through …

Authorship Attribution of English Poetry using Sentiment Analysis

L Ivanov, F Perez - The International FLAIRS Conference …, 2024 - journals.flvc.org
We present a basic methodology and share some interesting results from experiments on
using sentiment analysis for authorship attribution of poetry. We demonstrate that sentiment …

Computergestützte Sprachanalyse des projektiven Verfahrens „Baum und Traumbaum”

S Stojanovic - 2024 - oparu.uni-ulm.de
In dieser Arbeit sollte das von Betak L. entwickelte projektive Verfahren „Baum und
Traumbaum “anhand einer computergestützten quantitativen inhaltlichen Sprachanalyse …

A Framework Supporting Human-AI Adversarial Authorship: The Analysis of User Frustration to Improve System Efficiency

S Packer - 2023 - search.proquest.com
Writing style can be traced back to a specific author with the use of authorship attribution
techniques. These techniques use machine learning algorithms to classify the authors. This …

A Comparison of Genetic & Swarm Intelligence-Based Feature Selection Algorithms for Author Identification

S Halladay, G Dozier - 2020 IEEE Symposium Series on …, 2020 - ieeexplore.ieee.org
Researchers are moving beyond stylometric features to improve author identification
systems. They are exploring non-traditional and hybrid feature sets that include areas like …

A study of social network messages during the COVID-19 infodemic: salient features and the propagation of information types

K Michel, M Smith, B Brown, M King… - SoutheastCon …, 2021 - ieeexplore.ieee.org
Amid a world of the COVID-19 pandemic, people often have turned to social media as a
means of communicating and receiving information. Within existing social networks one can …

'Uh-oh Spaghetti-oh': When Successful Genetic and Evolutionary Feature Selection Makes You More Susceptible to Adversarial Authorship Attacks

A Richardson, G Dozier, MC King… - … on Systems, Man, and …, 2020 - ieeexplore.ieee.org
Feature selection is a technique used to reduce an original set of features to a subset
containing the most salient features. Reducing the feature set to the most significant subset …

The Mechanical Psychologist: How Computational Techniques Can Aid Social Researchers in the Analysis of High-Stakes Conversation

D Cook - 2022 - search.proquest.com
Qualitative coding is an essential observational tool for describing behaviour in the social
sciences. However, it traditionally relies on manual, time-consuming, and error-prone …