Decomposed Trust: Exploring Privacy, Adversarial Robustness, Fairness, and Ethics of Low-Rank LLMs

This research systematically evaluates how low-rank factorization affects LLM trustworthiness, revealing critical trade-offs between efficiency, privacy, and...

Level: advanced

By Daniel Agyei Asante, Md Mokarram Chowdhury, Yang Li

Category: research