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Home/Authors/Sae Furukawa

Sae Furukawa

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1NLP×1ML×1

Frequent co-authors

Alina Oprea1×

Research Timeline

2026
Reconstruction of Personally Identifiable Information from Supervised Finetuned Models

This paper investigates the privacy risk of reconstructing Personally Identifiable Information (PII) from Large Language Models (LLMs) that have undergone Supervised Finetuning (SFT), proposing a novel decoding algorithm (COVA) for defense evaluation.

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Papers

cs.CRcs.CLcs.LGRecentMay 12, 2026

Reconstruction of Personally Identifiable Information from Supervised Finetuned Models

Sae Furukawa, Alina Oprea

This paper investigates the privacy risk of reconstructing Personally Identifiable Information (PII) from Large Language Models (LLMs) that have undergone Supervised Finetuning (SFT), proposing a nove…

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