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HYPERLOCK: In-Memory Hyperdimensional Encryption in Memristor Crossbar Array. (arXiv:2201.11362v1 [cs.CR])
Jan. 28, 2022, 2:11 a.m. | Jack Cai, Amirali Amirsoleimani, Roman Genov
cs.LG updates on arXiv.org arxiv.org
We present a novel cryptography architecture based on memristor crossbar
array, binary hypervectors, and neural network. Utilizing the stochastic and
unclonable nature of memristor crossbar and error tolerance of binary
hypervectors and neural network, implementation of the algorithm on memristor
crossbar simulation is made possible. We demonstrate that with an increasing
dimension of the binary hypervectors, the non-idealities in the memristor
circuit can be effectively controlled. At the fine level of controlled crossbar
non-ideality, noise from memristor circuit can be …
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