2026
Do Not Merge My Model! Safeguarding Open-Source LLMs Against Unauthorized Model Merging
AAAI 2026technical
Model merging has emerged as an efficient technique for expanding large language models (LLMs) by integrating specialized expert models. However, it also introduces a new threat: model merging stealing, where free-riders exploit models through unauthorized model merging. Unfortunately, existing defe