Can I read MAGPIE Dataset for Multi-Agent Privacy Evaluation on EtoBox?
MAGPIE Dataset for Multi-Agent Privacy Evaluation by troy2069 is a document available to read on EtoBox.
What is MAGPIE Dataset for Multi-Agent Privacy Evaluation about?
The paper presents MAGPIE, a dataset designed to evaluate contextual privacy in multi-agent systems using LLM-based agents in high-stakes scenarios across various domains. It highlights the inadequacies of current models, such as GPT-4o and Claude-2.7-Sonnet, in understanding and preserving user privacy, revealing significant privacy violations and task failures during collaborative interactions. The findings emphasize the need for improved privacy-aware architectures in multi-agent systems to balance task
- Author
- troy2069
- Language
- EN