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Saksham Rastogi

2 accepted papers

2025

STAMP Your Content: Proving Dataset Membership via Watermarked Rephrasings

ICML 2025poster

Given how large parts of publicly available text are crawled to pretrain large language models (LLMs), data creators increasingly worry about the inclusion of their proprietary data for model training without attribution or licensing. Their concerns are also shared by benchmark curators whose test-s…