May 25, 2023 · Crucially, watermarks should remain undetectable even when the user is allowed to adaptively query the model with arbitrarily chosen prompts. We ...
May 25, 2023 · Watermarking schemes alter the output of a language model in a way that a corresponding detection algorithm can identify. Post-hoc detectors ...
It is important to remark that in any undetectable watermarking scheme, the quality of outputs must be identical between Model and Watsk, as otherwise it would ...
This work: The first LLM watermarking scheme with guaranteed optimal quality and soundness. Note: Quality and robustness might appear to contradict each other.
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Jun 3, 2023 · Steganography with images is pretty easy and effective due to the approximately continuous features. The small, discrete set of English ...
May 25, 2023 · Crucially, watermarks should remain undetectable even when the user is allowed to adaptively query the model with arbitrarily chosen prompts. We ...
Jun 2, 2023 · This watermark relies on subtle grammatical variations. Passing it through any model is going to wipe out the distribution. The number of open ...
Nov 16, 2023 · This study examines a crucial aspect of watermarking: how significantly watermarks impact the quality of model-generated outputs.
May 17, 2024 · We construct multi-user watermarking schemes from undetectable, adaptively robust, zero-bit watermarking schemes (and prove that the ...
Duration: 54:11
Posted: Jul 9, 2024
Posted: Jul 9, 2024