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Keyword

data utility

Description: The extent to which data retain practical analytical or decision-making value, including after privacy-preserving transformations.
OpenAlex ID: keywords/data-utility
A Comprehensive Survey of Privacy-preserving Federated Learning
2021 · Xuefei Yin, Yanming Zhu, et al. · ACM Computing Surveys · 635
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Data synthesis based on generative adversarial networks
2018 · Noseong Park, Mahmoud Mohammadi, et al. · Proceedings of the VLDB Endowment · 536
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Privacy-Preserved Data Sharing Towards Multiple Parties in Industrial IoTs
2020 · Xu Zheng, Zhipeng Cai · IEEE Journal on Selected Areas in Communications · 462
Making big data open: data sharing in neuroimaging
2014 · Russell A Poldrack, Krzysztof J Gorgolewski · Nature Neuroscience · 425
A brief survey on anonymization techniques for privacy preserving publishing of social network data
2008 · Bin Zhou, Jian Pei, et al. · ACM SIGKDD Explorations Newsletter · 421
Differential Privacy via Wavelet Transforms
2010 · Xiaokui Xiao, Guozhang Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 373
On the tradeoff between privacy and utility in data publishing
2009 · Tiancheng Li, Ninghui Li · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 317
Slicing: A New Approach for Privacy Preserving Data Publishing
2010 · Tiancheng Li, Ninghui Li, et al. · IEEE Transactions on Knowledge and Data Engineering · 313
A Practical Privacy-Preserving Data Aggregation (3PDA) Scheme for Smart Grid
2018 · Yining Liu, Wei Guo, et al. · IEEE Transactions on Industrial Informatics · 290
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Oort: Efficient Federated Learning via Guided Participant Selection
2020 · Lai, Fan, Zhu, Xiangfeng, et al. · arXiv (Cornell University) · 262
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A Pragmatic Framework for Single-site and Multisite Data Quality Assessment in Electronic Health Record-based Clinical Research
2012 · Michael G. Kahn, Marsha A. Raebel, et al. · Medical Care · 260
Privacy-preserving trajectory data publishing by local suppression
2011 · Rui Chen, Benjamin C.M. Fung, et al. · Information Sciences · 253
On the Anonymization of Sparse High-Dimensional Data
2008 · Gabriel Ghinita, Yufei Tao, et al. · Proceedings - International Conference on Data Engineering · 188
Big Data Analysis and Perturbation using Data Mining Algorithm
2021 · Wang Haoxiang, S. Smys · Journal of Soft Computing Paradigm · 183
Evaluating Gradient Inversion Attacks and Defenses in Federated Learning
2021 · Huang, Yangsibo, Gupta, Samyak, et al. · arXiv (Cornell University) · 178
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Differential privacy via wavelet transforms
2010 · Xiaokui Xiao, Guozhang Wang, et al. · Proceedings - International Conference on Data Engineering · 178
Generation and evaluation of privacy preserving synthetic health data
2020 · Andrew Yale, Saloni Dash, et al. · Neurocomputing · 177
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Reliability of Supervised Machine Learning Using Synthetic Data in Health Care: Model to Preserve Privacy for Data Sharing
2020 · Debbie Rankin, Michaela Black, et al. · JMIR Medical Informatics · 169
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Latent-Data Privacy Preserving With Customized Data Utility for Social Network Data
2017 · Zaobo He, Zhipeng Cai, et al. · IEEE Transactions on Vehicular Technology · 168
A Numerical Splitting and Adaptive Privacy Budget-Allocation-Based LDP Mechanism for Privacy Preservation in Blockchain-Powered IoT
2022 · Kai Zhang, Jiao Tian, et al. · IEEE Internet of Things Journal · 167
PrivTree
2016 · Jun Zhang, Xiaokui Xiao, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 165
Privacy, big data, and the public good: frameworks for engagement
2015 · Choice Reviews Online · 157
Enhancing data utility in differential privacy via microaggregation-based $$k$$ k -anonymity
2014 · Jordi Soria-Comas, Josep Domingo-Ferrer, et al. · The VLDB Journal · 150
Privacy preserving distributed machine learning with federated learning
2021 · M.A.P. Chamikara, P. Bertok, et al. · Computer Communications · 145
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iReduct
2011 · Xiaokui Xiao, Gabriel Bender, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 145
Works count: 2,748
Citation count: 28,800
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