ErrorTrace: A Black-Box Traceability Mechanism Based on Model Family Error Space

NeurIPSSpotlight2025

Authors
Chuanchao Zang, Xiangtao Meng, Wenyu Chen, Tianshuo Cong, Zha Yaxing, Dong Qi, Zheng Li, Shanqing Guo
Venue
NeurIPS 2025
Track
Spotlight

TL;DR

The open-source release of large language models (LLMs) enables malicious users to create unauthorized derivative models at low cost, posing significant threats to intellectual property (IP) and marke…

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Topics

large language model language model llm

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