作者位次 #3/7ACL 2026Findings· Findings of ACL
Hey, That’s My Data! Token-Only Dataset Inference in Large Language Models
Chen Xiong · Zihao Wang · Rui Zhu · Tsung-Yi Ho · Pin-Yu Chen · Jingwei Xiong · Haixu Tang
摘要
Large Language Models (LLMs) rely on massive training datasets, often including proprietary data, which raises concerns about unauthorized usage and copyright infringement. Existing dataset inference methods typically require access to log probabilities or other internal signals, but many modern...