DivTheft: An Ensemble Model Stealing Attack by Divide-and-Conquer
Author:
Affiliation:
1. School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China
2. College of Mathematics and Computer Science, Fuzhou University, Fuzhou, Fujian, China
3. Institute of Cyberspace Research, Zhejiang University, Hangzhou, Zhejiang, China
Funder
National Key Research and Development Program of China
National Natural Science Foundation of China
Natural Science Basic Research Program of Shaanxi
CNKLSTISS, the China 111
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Electrical and Electronic Engineering
Link
http://xplorestaging.ieee.org/ielx7/8858/10314839/10007048.pdf?arnumber=10007048
Reference39 articles.
1. XGBoost
2. Maze: Data-free model stealing attack using zeroth-order gradient estimation;kariyappa;Proc IEEE Conf Comput Vis and Pattern Recog,2020
3. Plate recognizer automatic license plate recognition software;recognizer,2021
4. Stealing neural networks via timing side channels;duddu,2018
5. ActiveThief: Model Extraction Using Active Learning and Unannotated Public Data
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