TrinityGuard: A Unified Framework for Safeguarding Multi-Agent Systems

Researchers have introduced TrinityGuard, a comprehensive safety evaluation and monitoring framework for LLM-based multi-agent systems (MAS) that addresses emerging security risks beyond single agents. The framework identifies 20 risk types across three tiers and provides both pre-development evaluation and runtime monitoring capabilities.