Seonglae ChoIntrinsic Fingerprint of LLMs: Continue Training is NOT All You...
Large language models (LLMs) face significant copyright and intellectual property challenges as the cost of training increases and model reuse becomes prevalent. While watermarking techniques have...
https://arxiv.org/abs/2507.03014
Ghost in the Transformer: Detecting Model Reuse with Invariant...
Large Language Models (LLMs) are widely adopted, but their high training cost leads many developers to fine-tune existing open-source models. While most adhere to open-source licenses, some...
https://arxiv.org/abs/2511.06390
