Practical Side-Channel Based Model Extraction Attack on Tree-Based Machine Learning Algorithm

Dirmanto Jap, Ville Yli-Mäyry, Akira Ito, Rei Ueno, Shivam Bhasin, Naofumi Homma. Practical Side-Channel Based Model Extraction Attack on Tree-Based Machine Learning Algorithm. In Jianying Zhou 0001, Mauro Conti, Chuadhry Mujeeb Ahmed, Man Ho Au, Lejla Batina, Zhou Li 0001, Jingqiang Lin, Eleonora Losiouk, Bo Luo, Suryadipta Majumdar, Weizhi Meng, Martín Ochoa, Stjepan Picek, Georgios Portokalidis, Cong Wang 0001, Kehuan Zhang, editors, Applied Cryptography and Network Security Workshops - ACNS 2020 Satellite Workshops, AIBlock, AIHWS, AIoTS, Cloud S&P, SCI, SecMT, and SiMLA, Rome, Italy, October 19-22, 2020, Proceedings. Volume 12418 of Lecture Notes in Computer Science, pages 93-105, Springer, 2020. [doi]

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