CTIGuardian: Protecting Privacy in Fine-Tuned LLMs

This research focuses on a critical aspect of LLM development: privacy. The paper introduces CTIGuardian, aiming to protect against privacy leaks in fine-tuned LLMs using a few-shot learning approach.

• •Addresses privacy concerns in fine-tuned LLMs.
• •Employs a few-shot learning approach.
• •The framework's goal is to mitigate privacy leakage.