LoRA Weights for Dual-Flow

We provide LoRA weights trained for multi-target tasks using Res152 and Incv3 as surrogate models, as well as weights further fine-tuned for 8 individual classes.

Old Weights (for Reproducing Paper Results)

Source	Multi-Targeted	62	150	426	507	590	715	843	952
Res152	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA
Incv3	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA

New Weights

Source	Multi-Targeted	62	150	426	507	590	715	843	952
Res152	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA
Incv3	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA	LoRA

Citation

If you find Dual-Flow is useful in your research or applications, please consider giving us a star 🌟 and citing it by the following BibTeX entry.

@article{chen2025dual,
  title={Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization},
  author={Chen, Yixiao and Sun, Shikun and Li, Jianshu and Li, Ruoyu and Li, Zhe and Xing, Junliang},
  journal={arXiv preprint arXiv:2502.02096},
  year={2025}
}