Adversarial Attacks and Defenses in Large Language Models: Old and New Threats

Leo Schwinn, David Dobre, Stephan Gunnemann, Gauthier Gidel

Abstract

Systematizes adversarial attacks and defenses for LLMs, connecting them to the classical adversarial ML literature while identifying LLM-specific threats.

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Cite This Resource

@article{llmsec202400009,
  title = {Adversarial Attacks and Defenses in Large Language Models: Old and New Threats},
  author = {Leo Schwinn and David Dobre and Stephan Gunnemann and Gauthier Gidel},
  year = {2024},
  journal = {arXiv preprint},
  url = {https://arxiv.org/abs/2310.19737},
}