# accountability
2 articlestagged with “accountability”
Watermarking LLM Outputs for Provenance
Advanced techniques for watermarking LLM-generated text to establish provenance, including deployment architectures, multi-bit encoding schemes, robustness considerations, and the role of watermarking in AI security and accountability frameworks.
watermarkingprovenanceoutput-trackingaccountabilitydetection
Watermark Removal Techniques
Techniques for removing AI watermarks: paraphrasing attacks, token substitution, embedding space perturbation, and implications for model provenance and accountability.
watermarkremovalparaphrasingprovenanceaccountabilitydetection-evasion