Deep Graph Learning for Circuit Deobfuscation

Deep Graph Learning for Circuit Deobfuscation

Circuit obfuscation is a recently proposed defense mechanism to protect the intellectual property (IP) of digital integrated circuits (ICs) from reverse engineering. There have been effective schemes, such as satisfiability (SAT)-checking based attacks that can potentially decrypt obfuscated circuit...

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Bibliographic Details
Main Authors: Zhiqian Chen, Lei Zhang, Gaurav Kolhe, Hadi Mardani Kamali, Setareh Rafatirad, Sai Manoj Pudukotai Dinakarrao, Houman Homayoun, Chang-Tien Lu, Liang Zhao
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-05-01
Series:Frontiers in Big Data
Subjects:
graph mining
circuit deobfuscation
satisfiability checking
graph neural networks
deep learning
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2021.608286/full

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