TrueGPT: can you privately extract algorithms from ChatGPT in tabular classification?

• Main Author: Soegeng, Hans Farrell
• Other Authors: Thomas Peyrin
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Mathematical Sciences; Machine learning; Explainable AI; Large language models
• Online Access: https://hdl.handle.net/10356/175642
• Institution: Nanyang Technological University

Recently, it has been shown that Large Language Models (LLMs) achieve impressive zero-shot classification on tabular data, revealing an internal algorithm ALLM without explicit training data. We predict that ALLM will become a standard for tabular data classification, replacing resource-intensive...