Mutual impact of feature selection and privacy-preserving mechanisms

Mina Alishahi; Vahideh Moghtadaiee; Amir Fathalizadeh; Milad Rabiei

doi:10.1007/s13042-025-02968-4

Mutual impact of feature selection and privacy-preserving mechanisms

Mina Alishahi^*
, Vahideh Moghtadaiee
, Amir Fathalizadeh
, Milad Rabiei

^*Corresponding author for this work

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

Original language	English
Article number	106
Number of pages	31
Journal	International Journal of Machine Learning and Cybernetics
Volume	17
Issue number	3
DOIs	https://doi.org/10.1007/s13042-025-02968-4
Publication status	Published - 16 Feb 2026

Keywords

Anonymization
Dpgan
Data Privacy
Differential Privacy
Feature Selection
Gan

Access to Document

10.1007/s13042-025-02968-4Licence: CC BY

Cite this

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title = "Mutual impact of feature selection and privacy-preserving mechanisms",

keywords = "Anonymization, Dpgan, Data Privacy, Differential Privacy, Feature Selection, Gan",

author = "Mina Alishahi and Vahideh Moghtadaiee and Amir Fathalizadeh and Milad Rabiei",

year = "2026",

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AU - Alishahi, Mina

AU - Moghtadaiee, Vahideh

AU - Fathalizadeh, Amir

AU - Rabiei, Milad

PY - 2026/2/16

Y1 - 2026/2/16

KW - Anonymization

KW - Dpgan

KW - Data Privacy

KW - Differential Privacy

KW - Feature Selection

KW - Gan

U2 - 10.1007/s13042-025-02968-4

DO - 10.1007/s13042-025-02968-4

M3 - Article

SN - 1868-8071

VL - 17

JO - International Journal of Machine Learning and Cybernetics

JF - International Journal of Machine Learning and Cybernetics

IS - 3

M1 - 106

ER -