Differential Privacy in Generative AI Agents: Analysis and Optimal Tradeoffs

Ya-Ting Yang, Quanyan Zhu

Large language models (LLMs) and AI agents are increasingly integrated into enterprise systems to access internal databases and generate context-aware responses. While such integra…