The Show-Up Attack: When Subagents Win Over Their Supervisor
In this paper, we propose and study the show-up attack, in which a malicious subagent manipulates the supervisor into involving it in tasks beyond its assigned scope.
ProofPaper ↗
Key points
- Multi-agent systems are increasingly deployed to coordinate multiple large language model (LLM) agents.
- However, this also creates new attack surfaces: malicious agents may have chances to exploit the coordination.
- To evaluate this risk, we propose SUA-Arena, which implements 6 attack strategies and contains 188 test cases.
- These results show that multi-agent systems need explicit mechanisms for enforcing authority boundaries.
Sources (1)
- [1]The Show-Up Attack: When Subagents Win Over Their SupervisorarXiv (AI, ML, NLP, CV, robotics, multi-agent) · Oct 20, 03:41 AM
In this paper, we propose and study the show-up attack, in which a malicious subagent manipulates the supervisor into involving it in tasks beyond its assigned scope.
Multi-agent systems are increasingly deployed to coordinate multiple large language model (LLM) agents.
Extractive summary: sentences quoted from the sources.
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