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

Pierre Peigne-Lefebvre, Mikolaj Kniejski, Filip Sondej, Matthieu David, Jason Hoelscher-Obermaier, Christian Schroeder de Witt, Esben Kran

paper code

prompt injection contagion

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BibTeX

@misc{peignelefebvre-2025-multi-agent-security,
  author = {Pierre Peigne-Lefebvre and Mikolaj Kniejski and Filip Sondej and Matthieu David and Jason Hoelscher-Obermaier and Christian Schroeder de Witt and Esben Kran},
  title = {{Multi-Agent Security Tax: Trading Off Security and Collaboration Capabilities in Multi-Agent Systems}},
  year = {2025},
  note = {AAAI 2025},
  url = {https://arxiv.org/abs/2502.19145}
}