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Qingqing Ren

1 paper hereh-index 239 citations6 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.CR1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.CR2025

NET-SA: An Efficient Secure Aggregation Architecture Based on In-Network Computing

Qingqing Ren, Wen Wang, Shuyong Zhu +2

Privacy-preserving machine learning (PPML) enables clients to collaboratively train deep learning models without sharing private datasets, but faces privacy leakage risks due to gr…

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