Search Results for author: Liya Su

Found 1 papers, 0 papers with code

The Janus Interface: How Fine-Tuning in Large Language Models Amplifies the Privacy Risks

no code implementations24 Oct 2023 Xiaoyi Chen, Siyuan Tang, Rui Zhu, Shijun Yan, Lei Jin, ZiHao Wang, Liya Su, XiaoFeng Wang, Haixu Tang

In the attack, one can construct a PII association task, whereby an LLM is fine-tuned using a minuscule PII dataset, to potentially reinstate and reveal concealed PIIs.

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