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Privacy-Preserving Feature Selection for Vertically Partitioned Data Using Secure Multi-Party Computation

  • Asli Bay
  • , P. V. Mrityunjaya
  • , Mina Alishahi
  • , Can Senturk
  • , Hilal Kazan
  • , Zekeriya Erkin*
  • *Corresponding author for this work

Research output: Contribution to journal › Article › Academic › peer-review

Original languageEnglish
Pages (from-to)132359-132379
Number of pages21
JournalIEEE Access
Volume14
DOIs
Publication statusPublished - 2026

Keywords

  • Algorithms
  • Feature extraction
  • Homomorphic encryption
  • Labeling
  • Modeling
  • Multi-party computation
  • Mutual information
  • Privacy
  • Protocols
  • Security
  • Servers
  • Privacy-preserving feature selection
  • Privacy-preserving machine learning
  • Secure multi-party computation
  • Vertically partitioned data

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