PH
Pengrun Huang
cs.LGcs.CRcs.AIcs.CL
On Valency
published · living versionsW_wgx8xep8·v1 · currentpublished
InferPriv: Evaluating Inferential Privacy Leakage in LLM Assistants
with Yiwei Fu, Luoxi Meng, Kamalika Chaudhuri
1 version
Preprints & journals
5 papers in the corpus · 2024–2026Alignment Defends LLMs from Property Inference Attacks2606.10217v1 · Pengrun Huang, Chhavi Yadav, Ruihan Wu et al.2026 · 0 citationsarXiv
Dataset Watermarking with Provable Black-Box Detection2605.06865v2 · Pengrun Huang, Kamalika Chaudhuri, Yu-Xiang Wang2026 · 0 citationsarXiv
DPrivBench: Benchmarking LLMs' Reasoning for Differential Privacy2604.15851v3 · Erchi Wang, Pengrun Huang, Eli Chien et al.2026 · 0 citationsarXiv
Can We Infer Confidential Properties of Training Data from LLMs?2506.10364v4 · Pengrun Huang, Chhavi Yadav, Kamalika Chaudhuri et al.2025 · 0 citationsarXiv
Better Membership Inference Privacy Measurement through Discrepancy2405.15140v1 · Ruihan Wu, Pengrun Huang, Kamalika Chaudhuri2024 · 0 citationsarXiv
Career total: 5 works. 5 are in this corpus.
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