Securing Decision Tree Inference Using Order-Preserving Cryptography-Reference-Cited by-同舟云学术

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Securing Decision Tree Inference Using Order-Preserving Cryptography

Published:2023-06-11 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS)
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Author:

Karn Rupesh Raj¹,Nawaz Kashif²,Elfadel Ibrahim Abe M.¹

Affiliation:

1. Khalifa University,Center for Cyber Physical Systems (C2PS),Abu Dhabi,UAE

2. Technology Innovation Institute,Cryptography Research Center,Abu Dhabi,UAE

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10168547/10168548/10168588.pdf?arnumber=10168588

Reference23 articles.

1. Implementation of decision tree algorithm on FPGA devices

2. Fast inference of Boosted Decision Trees in FPGAs for particle physics

3. DE-10 standard FPGA,0

4. Order preserving encryption for numeric data

5. Confidential Inference in Decision Trees: FPGA Design and Implementation

Cited by 3 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. A Survey of Cryptographic Data Protection and Machine Learning;Advances in Information Security, Privacy, and Ethics;2024-05-31

2. Code-Based Cryptography for Confidential Inference on FPGAs: An End-to-End Methodology;2024 25th International Symposium on Quality Electronic Design (ISQED);2024-04-03

3. Post-Quantum, Order-Preserving Encryption for the Confidential Inference in Decision Trees: FPGA Design and Implementation;2023 IFIP/IEEE 31st International Conference on Very Large Scale Integration (VLSI-SoC);2023-10-16

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