2026
Breaking and Fixing Defenses Against Control Flow Hijacking in Multi-Agent Systems
ICLR 2026poster
Control-flow hijacking attacks manipulate orchestration mechanisms in multi-agent systems into performing unsafe actions that compromise the system and exfiltrate sensitive information. Recently proposed defenses, such as LlamaFirewall, rely on alignment checks of inter-agent communications to ensu…