Analysis of Swarm Intelligence Based ANN Algorithms for Attacking PUFs

Analysis of Swarm Intelligence Based ANN Algorithms for Attacking PUFs

Physical Unclonable Functions (PUFs) are used for authentication and generation of secure cryptographic keys. However, recent research work has shown that PUFs, in general, are vulnerable to machine learning modeling attacks. From a subset of Challenge-Response Pairs (CRPs), the remaining CRPs can b...

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Bibliographic Details
Main Authors: Ahmed Oun, Noor Ahmad Hazari, Mohammed Y. Niamat
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Hardware security
FPGA
PUF
artificial neural network
swarm intelligence
GSA
Online Access:https://ieeexplore.ieee.org/document/9526634/

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