Sumit Kumar Pandey

Enterprise AI Must Enforce Participant-Aware Access Control

2025 · arXiv (Cornell University)

Large language models (LLMs) are increasingly deployed in enterprise settings where they interact with multiple users and are trained or fine-tuned on sensitive internal data. While fine-tuning enhances performance by internalizing domain knowledge, it also …