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Home/Authors/Xiaochen Zhu

Xiaochen Zhu

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

Murat Bilgehan Ertan1×
Phuong Ha Nguyen1×
Marten van Dijk1×
Srinivas Devadas1×

Research Timeline

2026
PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization

The paper introduces PACZero, a novel PAC-private fine-tuning mechanism that achieves usable utility for large language models while providing strong resistance against membership-inference attacks.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecentMay 7, 2026

PACZero: PAC-Private Fine-Tuning of Language Models via Sign Quantization

Murat Bilgehan Ertan, Xiaochen Zhu, Phuong Ha Nguyen, Marten van Dijk +1 more

The paper introduces PACZero, a novel PAC-private fine-tuning mechanism that achieves usable utility for large language models while providing strong resistance against membership-inference attacks.

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