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PRIVACY PRESERVATION FOR ASSOCIATIVE CLASSIFICATION
Computational Intelligence, 2014Privacy preservation is becoming a critical issue to data‐mining processes. In practice, a data transformation process is often needed to preserve privacy. However, data transformation would introduce a data quality issue. In this case, the impact on data quality due to the data transformation should be estimated and made clear to ...
Nattapon Harnsamut +3 more
openaire +4 more sources
Privacy-preserving fingercode authentication
Proceedings of the 12th ACM workshop on Multimedia and security, 2010We present a privacy preserving protocol for fingerprint-based authentication. We consider a scenario where a client equipped with a fingerprint reader is interested into learning if the acquired fingerprint belongs to the database of authorized entities managed by a server.
Mauro Barni +10 more
openaire +2 more sources
A Comprehensive Survey of Privacy-Preserving Federated Learning
ACM Computing Surveys, 2022Xuefei Yin, Yanming Zhu, Jiankun Hu
exaly
When Federated Learning Meets Privacy-Preserving Computation
ACM Computing Surveys, 2023Hu Xiong, Jingxue Chen, Shui Yu
exaly
Location Privacy-Preserving Mechanisms in Location-Based Services
ACM Computing Surveys, 2022Zhu Xiao, Hongbo Jiang, Fanzi Zeng
exaly
A Survey of Privacy-Preserving Mechanisms for Heterogeneous Data Types
Computer Science Review, 2021João P. Vilela +2 more
exaly
Privacy Preserving Classification Over Differentially Private Data
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 2021Selma Ayşe Özel, Ezgi Zorarpacı
exaly
Preserving privacy in mobile crowdsensing
International Journal of Sensor Networks, 2022Bayan Hashr Alamri +4 more
openaire +2 more sources
Survey on Privacy-Preserving Techniques for Microdata Publication
ACM Computing Surveys, 2023Luís Antunes +2 more
exaly