LLM Watermarking as Big Data Provenance: A Deployment-Oriented Systematization
This paper systematizes LLM watermarking as provenance infrastructure for large-scale data ecosystems and introduces a Big Data Watermarking Readiness framework centered on four deployment workloads: online generation, streaming detection, transformation pipelines, and ecosystem governance.
Huy Phan, Kieu Dang, Ojaswi Dulal et al.
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