Search Results for author: Yuki Wata

Found 1 papers, 1 papers with code

Sampling-based Pseudo-Likelihood for Membership Inference Attacks

1 code implementation17 Apr 2024 Masahiro Kaneko, Youmi Ma, Yuki Wata, Naoaki Okazaki

In this study, we propose a Sampling-based Pseudo-Likelihood (\textbf{SPL}) method for MIA (\textbf{SaMIA}) that calculates SPL using only the text generated by an LLM to detect leaks.

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