@article{eigenshieldcausalsubspacefilteringvia,
  title = {EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models},
  author = {Nastaran Darabi and Devashri Naik and Sina Tayebati and Dinithi Jayasuriya and Ranganath Krishnan and Amit Ranjan Trivedi},
  year = {2025},
  eprint = {2502.14976},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.14976v1},
}