GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs

Official code for the paper to be presented at ICLR 2026.

Authors: Aryan Yazdan Parast*, Parsa Hosseini*, Hesam Asadollahzadeh, Arshia Soltani Moakhar, Basim Azam, Soheil Feizi, Naveed Akhtar
*Equal contribution

• Paper: arXiv
• OpenReview: ICLR 2026 submission

Code

The code and instructions will be updated soon.

Citation

If you find this work useful, please cite:

@article{parast2025ghost,
  title={GHOST: Hallucination-Inducing Image Generation for Multimodal LLMs},
  author={Parast, Aryan Yazdan and Hosseini, Parsa and Asadollahzadeh, Hesam and Moakhar, Arshia Soltani and Azam, Basim and Feizi, Soheil and Akhtar, Naveed},
  journal={arXiv preprint arXiv:2509.25178},
  year={2025}
}