Black-Box Based Limited Query Membership Inference Attack

Conventional membership inference attacks usually require a large number of queries of the target model when training shadow models, and this task becomes extremely difficult when the number of queries is limited. Aiming at the problem of insufficient training data for shadow models due to the limit...

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Bibliographic Details
Main Authors: Yu Zhang, Huaping Zhou, Pengyan Wang, Gaoming Yang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9775801/