MapSteal: Map-based Autonomous Knowledge Stealing Attack Against Large Language Models.

arXiv:2610.25626v1 Announce Type: cross Abstract: Knowledge acquisition from black-box large language models (LLMs) offers a practical approach to adapting smaller student models. However, many existing methods rely on predefined queries or student feedback to