作者位次 #5/9ACL 2026Findings· Findings of ACL
Topology Matters: Measuring Memory Leakage in Multi-Agent LLM s
Jinbo Liu · Defu Cao · Yifei Wei · Tianyao Su · Yuan Liang · Yushun Dong · Yan Liu · Yue Zhao · Xiyang Hu
摘要
Graph topology is a fundamental determinant of memory leakage in multi-agent LLM systems, yet its effects remain poorly quantified. We introduce MAMA (Multi-Agent Memory Attack), a controlled evaluation framework for comparing topology-conditioned memory leakage in multi-agent LLM systems. MAMA o...