Rolling record / ARQ 63 Concerning · ▲ +2 7-day 3595 events in window / as of 02 Oct 2026
ARQAI Risk Quotient
governance 21.3 Low risk

MAS-Shield: A Defense Framework for Secure and Efficient LLM MAS

Proposes a defense framework to secure and improve the efficiency of multi-agent LLM systems, addressing a key vulnerability in agentic AI deployments.

Proposes a defense framework to secure and improve the efficiency of multi-agent LLM systems, addressing a key vulnerability in agentic AI deployments.

Auto-scored: A real but partial technical mitigation step for securing multi-agent LLM systems, without evidence of deployment or verification.