MAGPIE: A benchmark for Multi-AGent contextual PrIvacy Evaluation

Gurusha Juneja, Jayanth Naga Sai Pasupulati, Alon Albalak +2

A core challenge for autonomous LLM agents in collaborative settings is balancing robust privacy understanding and preservation alongside task efficacy. Existing privacy benchmarks…