Xugui Zhou

Query-Efficient Domain Knowledge Stealing Against Large Language Models

Large language models (LLMs) concentrate substantial knowledge in specialized domains due to extensive pretraining and instruction tuning, and they are now central to commercial and scientific practice. Yet access is usually limited to costly, rate-limited interfaces, which motivates methods that ca