AI RESEARCH
DualGuard: Dual-stream Large Language Model Watermarking Defense against Paraphrase and Spoofing Attack
arXiv CS.CL
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ArXi:2512.16182v2 Announce Type: replace-cross With the rapid development of cloud-based services, large language models have become increasingly accessible through various web platforms. However, this accessibility has also led to growing risks of model abuse. LLM watermarking has emerged as an effective approach to mitigate such misuse and protect intellectual property.