ThermalAttackNet: Are CNNs Making It Easy to Perform Temperature Side-Channel Attack in Mobile Edge Devices?

ThermalAttackNet: Are CNNs Making It Easy to Perform Temperature Side-Channel Attack in Mobile Edge Devices?

Side-channel attacks remain a challenge to information flow control and security in mobile edge devices till this date. One such important security flaw could be exploited through temperature side-channel attacks, where heat dissipation and propagation from the processing cores are observed over tim...

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Bibliographic Details
Main Authors: Somdip Dey, Amit Kumar Singh, Klaus McDonald-Maier
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Future Internet
Subjects:
multiprocessor system-on-chip (MPSoC)
thermal behavior
temperature side-channel attack
security
machine learning
convolutional neural network (CNN)
Online Access:https://www.mdpi.com/1999-5903/13/6/146

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https://www.mdpi.com/1999-5903/13/6/146

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