Paper
LLMs & Texto
Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction
A dual-loop framework named Mastermind is introduced that separates strategy learning from task-specific experience to improve vulnerability reproduction capabilities in software e…
Hugging Face · Daily Papers
·Mingzhe Du, Luu Anh Tuan
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·▲ 3 upvotes
Este artigo está em destaque na seleção diária de papers do Hugging Face, curada pela comunidade de pesquisa em IA.
Autores: Mingzhe Du, Luu Anh Tuan, Tianyi Wu, Renyang Liu, Zhijiang Guo, Dong Huang
- 3 upvotes da comunidade
- Temas: LLM agents, vulnerability reproduction, strategy learning, SFT, GRPO, dual-loop framework
Resumo
Resumo original (em inglês), extraído do paper:
A dual-loop framework named Mastermind is introduced that separates strategy learning from task-specific experience to improve vulnerability reproduction capabilities in software engineering agents.