Fault-injection based attacks and countermeasure on deep neural network accelerators

The rapid development of deep learning accelerator has unlocked new applications that require local inference at the edge device. However, this trend of development to facilitate edge intelligence also invites new hardware-oriented attacks, which are different from and have more dreadful impact than...

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Bibliographic Details
Main Author: Liu, Wenye
Other Authors: Chang Chip Hong
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/152080
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Institution: Nanyang Technological University
Language: English
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