grant
CAREER: LLM Watermarking and Beyond: Foundations and Algorithms via Distributional Information Embedding
Organization University of California-Santa BarbaraLocation SANTA BARBARA, United StatesPosted 15 Apr 2026Deadline 31 Mar 2031
NSFUS FederalResearch GrantScience FoundationCA
Description preview
Generative artificial intelligence (AI) now produces text at scale, which creates urgent needs for trustworthy ways to identify and trace AI-generated content. This project advances watermarking, a family of methods that embed a hidden signal into generated text so it can be identified later, while keeping the text useful and natural. A major goal…
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