A Survey of Bit-Flip Attacks on Deep Neural Network and Corresponding Defense Methods

As the machine learning-related technology has made great progress in recent years, deep neural networks are widely used in many scenarios, including security-critical ones, which may incura great loss when DNN is compromised. Starting from introducing several commonly used bit-flip methods, this pa...

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Bibliographic Details
Main Authors: Cheng Qian, Ming Zhang, Yuanping Nie, Shuaibing Lu, Huayang Cao
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Electronics
Subjects:
Online Access:https://www.mdpi.com/2079-9292/12/4/853