Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems

Pierre Peigne-Lefebvre, Mikolaj Kniejski, Filip Sondej +4

As AI agents are increasingly adopted to collaborate on complex objectives, ensuring the security of autonomous multi-agent systems becomes crucial. We develop simulations of agent…