Towards Privacy-Preserving Data Mining in Online Social Networks: Distance-Grained and Item-Grained Differential Privacy

DOI10.1007/978-3-319-40253-6_9zbMath1476.68079OpenAlexW2489599317MaRDI QIDQ2817460

Wen-Tao Zhu, Shiran Pan, Shen Yan, Yuhang Zhao

Publication date: 31 August 2016

Published in: Information Security and Privacy (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-40253-6_9

zbMATH Keywords

differential privacyonline social networkscollusion attackprivacy-preserving data mining

Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Learning and adaptive systems in artificial intelligence (68T05) Privacy of data (68P27)

Uses Software

• PrivateLR

Cites Work

• k-ANONYMITY: A MODEL FOR PROTECTING PRIVACY
• Differential Privacy
• Theory of Cryptography
• Differential Privacy

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