MAGIC

MAGIC: A Co-Evolving Attacker–Defender Adversarial Game for Robust LLM Safety

This repository contains the paper and official model links for MAGIC, a multi-backbone instruction-tuned model family.

📄 Paper

• Authors: Xiaoyu Wen, Zhida He, Han Qi, Ziyu Wan, Ying Wen, Tianhang Zheng, Xingcheng Xu, Chaochao Lu, Qiaosheng Zhang.
• arXiv: https://arxiv.org/abs/2602.01539
• PDF: 2602.01539v1.pdf

🤖 Models

Official model checkpoints:

• Qwen2.5-7B-Instruct
  https://huggingface.co/XiaoyuWen/MAGIC-Qwen2.5-7B-Instruct

• Qwen2.5-14B-Instruct
  https://huggingface.co/XiaoyuWen/MAGIC-Qwen2.5-14B-Instruct

• LLaMA3.1-8B-Instruct
  https://huggingface.co/XiaoyuWen/MAGIC-Llama3.1-8B-Instruct

📚 Citation

@article{wen2026magic,
    title={MAGIC: A Co-Evolving Attacker-Defender Adversarial Game for Robust LLM Safety},
    author={Wen, Xiaoyu and He, Zhida and Qi, Han and Wan, Ziyu and Wen, Ying and Zheng, Tianhang and Xu, Xingcheng and Lu, Chaochao and Zhang, Qiaosheng},
    journal={arXiv preprint arxiv:2602.01539},
    year={2026}
}