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Post-Quantum Cryptography Neural Network
Feb. 27, 2024, 5:11 a.m. | Abel C. H. Chen
cs.CR updates on arXiv.org arxiv.org
Abstract: In recent years, quantum computers and Shor quantum algorithm have posed a threat to current mainstream asymmetric cryptography methods (e.g. RSA and Elliptic Curve Cryptography (ECC)). Therefore, it is necessary to construct a Post-Quantum Cryptography (PQC) method to resist quantum computing attacks. Therefore, this study proposes a PQC-based neural network that maps a code-based PQC method to a neural network structure and enhances the security of ciphertexts with non-linear activation functions, random perturbation of ciphertexts, …
algorithm arxiv attacks computers computing cryptography cs.ai cs.cr cs.lg current curve ecc elliptic elliptic curve cryptography mainstream network neural network post-quantum post-quantum cryptography pqc quantum quantum computers quantum computing quantum cryptography rsa shor study threat
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