Privacy-protected microdata are often the desired output of a differentially private algorithm since microdata isfamiliar and convenient for downstream users. However, there is a statistical price for this kind of convenience.

Consequently, detecting whether a text is generated by LLMs has become increasingly important.

Such slot-based approaches have several conceptual limitations.