Privacy-Preserving Decision Trees Training and Prediction-Reference-Cited by-同舟云学术

Privacy-Preserving Decision Trees Training and Prediction

Published:2021 Issue: Volume: Page:145-161
ISSN:0302-9743
Container-title:Machine Learning and Knowledge Discovery in Databases
language:
Short-container-title:

Author:

Akavia Adi^ORCID,Leibovich Max,Resheff Yehezkel S.,Ron Roey,Shahar Moni,Vald Margarita

Publisher

Springer International Publishing

Link

https://link.springer.com/content/pdf/10.1007/978-3-030-67658-2_9

Reference43 articles.

1. Akavia, A., Leibovich, M., Resheff, Y.S., Ron, R., Shahar, M., Vald, M.: Privacy-preserving decision tree training and prediction against malicious server. Cryptology ePrint Archive, Report 2019/1282 (2019)

2. Lecture Notes in Computer Science;M Barni,2009

3. Blatt, M., Gusev, A., Polyakov, Y., Rohloff, K., Vaikuntanathan, V.: Optimized homomorphic encryption solution for secure genome-wide association studies. Cryptology ePrint Archive, Report 2019/223 (2019). https://eprint.iacr.org/2019/223

4. Bost, R., Popa, R.A., Tu, S., Goldwasser, S.: Machine learning classification over encrypted data. In: NDSS, vol. 4324, p. 4325 (2015)

5. Lecture Notes in Computer Science;Z Brakerski,2012

Cited by 7 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Privacy-preserving outsourcing decision tree evaluation from homomorphic encryption;Journal of Information Security and Applications;2023-09

2. Efficient Privacy-Preserving Viral Strain Classification via k-mer Signatures and FHE;2023 IEEE 36th Computer Security Foundations Symposium (CSF);2023-07

3. Privacy-Preserving Learning of Random Forests Without Revealing the Trees;Discovery Science;2023

4. Privacy Preserving Queries of Shortest Path Distances;Algorithmic Aspects of Cloud Computing;2023

5. Efficient optimisation framework for convolutional neural networks with secure multiparty computation;Computers & Security;2022-06