Adversarial Attacks on Multimodal Agents

Chen Henry Wu, Jing Yu Koh, Ruslan Salakhutdinov, Daniel Fried, Aditi Raghunathan

Abstract

Demonstrates adversarial attacks on multimodal agents that take actions in digital environments, showing visual perturbations can hijack agent behavior.

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@article{llmsec202500013,
  title = {Adversarial Attacks on Multimodal Agents},
  author = {Chen Henry Wu and Jing Yu Koh and Ruslan Salakhutdinov and Daniel Fried and Aditi Raghunathan},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2406.12814},
}