Hady Elsahar
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Watermark Basins: Black-Box Detection of Distilled LLMs
According to the abstract, Chang, Elsahar, Sander and co-authors report a signal they call the watermark basin, which they say shows up in parameter space when a model is fine-tuned on watermarked teacher outputs. They introduce WM-Basin, a black-box detector of distillation that queries a suspect model through its API.