Privacy-Preserving Decision Trees over Vertically Partitioned Data

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Privacy-preserving decision trees over vertically partitioned data

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Deep Federated Learning-Based Privacy-Preserving Wind Power Forecasting

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Differentially private classification with decision tree ensemble

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Private Data Analytics on Biomedical Sensing Data via Distributed Computation

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Privacy-Preserving Classifier Learning

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Privacy Preserving Nearest Neighbor Search

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Collaborative analytics for data silos

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PriVDT: An Efficient Two-Party Cryptographic Framework for Vertical Decision Trees

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Privacy-preserving training of tree ensembles over continuous data

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Understanding Privacy Risk of Publishing Decision Trees

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Mobile payments in global markets using biometrics and cloud

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Research on Secure Scalar Product Protocol and Its' Application

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EnclaveTree

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Adaptive vertical federated learning via feature map transferring in mobile edge computing

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Secure Two-Party Feature SelectionPreprint

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Securely Training Decision Trees Efficiently

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Approximate Privacy-Preserving Data Mining on Vertically Partitioned Data

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Privacy-Preserving Coupling of Vertically-Partitioned Databases and Subsequent Training with Gradient Descent

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Privacy Preserving Three-Layer Naïve Bayes Classifier for Vertically Partitioned Databases

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Privacy-Preserving Training of Tree Ensembles over Continuous DataPreprint

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Cloud-Assisted Privacy-Preserving Classification for IoT Applications

Yang, L., & Li, F. (2018) · IEEE Conference on Communications and Network Security · doi:10.1109/cns.2018.8433157 · Cited by 4 · see citing works

Privacy-preserving ranking over vertically partitioned data

Kianmehr, K., & Koochakzadeh, N. (2012) · EDBT/ICDT Workshops · doi:10.1145/2320765.2320825 · Cited by 4 · see citing works

Privacy Preserving Naïve Bayes Classifier for Horizontally Distribution Scenario Using Un-trusted Third Party

Gangrade, A. (2012) · IOSR Journal of Computer Engineering · doi:10.9790/0661-0760412 · Cited by 3 · see citing works

HERB+: Evolving an Industrial-Strength Privacy-Preserving Machine Learning Framework

Liao, Q., Santos, A. C., Cabral, B., Fernandes, J. P., & Lourenço, N. (2022) · IEEE Pacific Rim International Symposium on Dependable Computing (PRDC) · doi:10.1109/prdc55274.2022.00035 · Cited by 3 · see citing works

Application of Computer Simulation to the Anonymization of Personal Data: State-of-the-Art and Key Points

Borisov, A. V., Bosov, A. V., & Ivanov, A. V. (2023) · Programming and Computer Software · doi:10.1134/s0361768823040047 · Cited by 3 · see citing works

SpecFL: An Efficient Speculative Federated Learning System for Tree-based Model Training

Zhang, Y., Zhao, L., Che, C., Wang, X., Meng, D., & Hou, R. (2024) · IEEE International Symposium on High-Performance Computer Architecture (HPCA) · doi:10.1109/hpca57654.2024.00068 · Cited by 3 · see citing works

Local Distortion Hiding in Financial Technology application: a case study with a benchmark data set

Feretzakis, G., Kalles, D., & Verykios, V. S. (2019) · International Conference on Information, Intelligence, Systems & Applications (IISA) · doi:10.1109/iisa.2019.8900733 · Cited by 3 · see citing works

Advanced Privacy-Preserving Data Management and Analysis

Trombetta, A., Jiang, W., & Bertino, E. (2010) · Advanced information and knowledge processing · doi:10.1007/978-1-84996-238-4_2 · Cited by 3 · see citing works

Speeding Up Secure Computations via Embedded Caching

Zhai, K., Ng, W. K., Herianto, A. R., & Han, S. (2009) · SIAM International Conference on Data Mining · doi:10.1137/1.9781611972795.40 · Cited by 3 · see citing works

An Efficient Cacheable Secure Scalar Product Protocol for Privacy-Preserving Data Mining

Tran, D. H., Ng, W. K., Lim, H. W., & Nguyen, H.-L. (2011) · Lecture notes in computer science · doi:10.1007/978-3-642-23544-3_27 · Cited by 3 · see citing works

\tPrivacy-preserving decision trees over vertically partitioned data

Vaidya, J., Clifton, C., KANTARCIOGLU, M., & Patterson, A. S. (2008)

Privacy Preserving ID3 Algorithm over Horizontally Partitioned Data

Xiao, M.-J., Huang, L., Luo, Y., & Shen, H. (2005) · International Conference on Parallel and Distributed Computing, Applications and Technologies (PDCAT) · doi:10.1109/pdcat.2005.191 · Cited by 62 · see citing works

Privacy Preserving ID3 over Horizontally, Vertically and Grid Partitioned DataPreprint

Kuijpers, B., Lemmens, V., Moelans, B., & Tuyls, K. (2008) · arXiv (Cornell University) · doi:10.48550/arxiv.0803.1555 · Cited by 6 · see citing works

Moelans “Privacy Preserving ID3 over HorizontallyPreprint

Kuijpers, B., Lemmens, V., Moelans, B., & Tuyls, K. (2013)

Privacy-Preserving Decision Tree Solution in the 2-Part Fully Distributed Setting

Van, V. T., Dung, L. T., Quan, H. V., Lượng, T. T., & Tho, H. D. (2022) · Journal of Science and Technology on Information security · doi:10.54654/isj.v1i15.848