Enhancing Security of Error Correction in Quantum Key Distribution Using Tree Parity Machine Update Rule Randomization

Enhancing Security of Error Correction in Quantum Key Distribution Using Tree Parity Machine Update Rule Randomization

This paper presents a novel approach to enhancing the security of error correction in quantum key distribution by introducing randomization into the update rule of Tree Parity Machines. Two dynamic update algorithms—dynamic_rows and dynamic_matrix—are proposed and tested. These algorithms select the...

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Bibliographic Details
Main Authors: Bartłomiej Gdowski, Miralem Mehic, Marcin Niemiec
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Applied Sciences
Subjects:
quantum cryptography
artificial neural networks
tree parity machines
Online Access:https://www.mdpi.com/2076-3417/15/14/7958
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