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The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage

The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage

13 August 2025
Skyler Hallinan
Jaehun Jung
Melanie Sclar
Ximing Lu
Abhilasha Ravichander
Sahana Ramnath
Yejin Choi
Sai Praneeth Karimireddy
Niloofar Mireshghallah
Xiang Ren
    AAMLMLAU
ArXiv (abs)PDFHTMLHuggingFace (2 upvotes)Github

Papers citing "The Surprising Effectiveness of Membership Inference with Simple N-Gram Coverage"

1 / 1 papers shown
Title
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
f-INE: A Hypothesis Testing Framework for Estimating Influence under Training Randomness
Subhodip Panda
Dhruv Tarsadiya
S. Sourav
Prathosh A.P.
Sai Praneeth Karimireddy
TDI
138
0
0
12 Oct 2025
1