A survey of ai-generated text forensic systems: Detection, attribution, and characterization

T Kumarage, G Agrawal, P Sheth, R Moraffah… - arXiv preprint arXiv …, 2024 - arxiv.org
We have witnessed lately a rapid proliferation of advanced Large Language Models (LLMs)
capable of generating high-quality text. While these LLMs have revolutionized text …

Neural Authorship Attribution: Stylometric Analysis on Large Language Models

T Kumarage, H Liu - 2023 International Conference on Cyber …, 2023 - ieeexplore.ieee.org
Large language models (LLMs) such as GPT-4, PaLM, and Llama have significantly
propelled the generation of AI-crafted text. With rising concerns about their potential misuse …

No Size Fits All: The Perils and Pitfalls of Leveraging LLMs Vary with Company Size

A Urlana, CV Kumar, BM Garlapati, AK Singh… - arXiv preprint arXiv …, 2024 - arxiv.org
Large language models (LLMs) are playing a pivotal role in deploying strategic use cases
across a range of organizations, from large pan-continental companies to emerging startups …

Deepfakes–A Community and Detection Robustness Analysis With a Discussion of Source Code Authorship Attribution

B Timmerman - 2024 - search.proquest.com
Deepfake video manipulation techniques give creators the ability to depict anyone doing
anything, given they have the required training data and an appropriate target video. Such a …