Discrimination- and privacy-aware patterns

DOI10.1007/s10618-014-0393-7zbMath1405.68290OpenAlexW2052138360MaRDI QIDQ1715918

Dino Pedreschi, Josep Domingo-Ferrer, Sara Hajian, Anna Monreale, Fosca Giannotti

Publication date: 29 January 2019

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-014-0393-7

zbMATH Keywords

privacydata mininganti-discriminationfrequent patterns

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Data encryption (aspects in computer science) (68P25)

Related Items

FAC-fed: federated adaptation for fairness and concept drift aware stream classification

Uses Software

• UCI-ml
• PrivateLR
• CMAR

Cites Work

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• Generalization-based privacy preservation and discrimination prevention in data publishing and mining
• Fairness through awareness
• Crowd-Blending Privacy
• SENSITIVITY-INDEPENDENT DIFFERENTIAL PRIVACY VIA PRIOR KNOWLEDGE REFINEMENT
• k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
• Differential Privacy