Practical side-channel based model extraction attack on tree-based machine learning algorithm

Practical side-channel based model extraction attack on tree-based machine learning algorithm

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Machine learning algorithms have been widely applied to solve various type of problems and applications. Among those, decision tree based algorithms have been considered for small Internet-of-Things (IoT) implementation, due to their simplicity. It has been shown in a recent publication, that Bonsai...

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Bibliographic Details
Main Authors: Jap, Dirmanto, Yli-Mäyry, Ville, Ito, Akira, Ueno, Rei, Bhasin, Shivam, Homma, Naofumi
Other Authors: 1st ACNS Workshop on Artificial Intelligence in Hardware Security (AIHWS 2020)
Format: Conference Paper
Language:English
Published: 2021
Subjects:
Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
Machine Learning Algorithms
Side-channel Attacks
Online Access:https://hdl.handle.net/10356/147425

Internet

https://hdl.handle.net/10356/147425

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