Authorship attribution in the era of llms: Problems, methodologies, and challenges

B Huang, C Chen, K Shu - ACM SIGKDD Explorations Newsletter, 2025 - dl.acm.org
Accurate attribution of authorship is crucial for maintaining the integrity of digital content,
improving forensic investigations, and mitigating the risks of misinformation and plagiarism …

[HTML][HTML] GenAI mirage: The impostor bias and the deepfake detection challenge in the era of artificial illusions

M Casu, L Guarnera, P Caponnetto… - Forensic Science …, 2024 - Elsevier
This paper examines the impact of cognitive biases on decision-making in forensics and
digital forensics, exploring biases such as confirmation bias, anchoring bias, and hindsight …

The Adversarial AI-Art: Understanding, Generation, Detection, and Benchmarking

Y Li, Z Liu, J Zhao, L Ren, F Li, J Luo, B Luo - European Symposium on …, 2024 - Springer
Generative AI models can produce high-quality images based on text prompts. The
generated images often appear indistinguishable from images generated by conventional …

Are We in the AI-Generated Text World Already? Quantifying and Monitoring AIGT on Social Media

Z Sun, Z Zhang, X Shen, Z Zhang, Y Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Social media platforms are experiencing a growing presence of AI-Generated Texts (AIGTs).
However, the misuse of AIGTs could have profound implications for public opinion, such as …

[PDF][PDF] Κατανόηση των διαφορών μεταξύ ανθρώπινου και μηχανικά παραγόμενου κειμένου

Α Κουκάς - 2025 - dspace.lib.ntua.gr
Περίληψη Σε μια εποχή όπου τα Μεγάλα Γλωσσικά Μοντέλα (Large Language Models-LLMs)
παράγουν κείμενο που μιμείται κατά πολύ την ανθρώπινη γλώσσα, η χρησιμότητα του …

[PDF][PDF] The Plagiarism Singularity Conjecture

Large language models (LLMs) have replaced the metaphorical monkeys in the “infinite
monkeys” thought experiment with machines that mirror human writing. With LLMs being …

[PDF][PDF] Analysis of use of Al systems in writing final theses at Fl MU

BCD ČERNÝ - is.muni.cz
The rise of AI tools based on Large Language Models in recent years has significantly
changed how we interact with technology. However, it has also raised concerns about the …