Attack to quantum cryptosystems through RF fingerprints from photon detectors

Title Attack to quantum cryptosystems through RF fingerprints from photon detectors
Author Durak, Kadir, Jam, Naser Chamani, Karamzadeh, S.
Publication Date: 2022-03
Publication Place - IEEE
Subject Quantum cryptography, Quantum key distribution
Type Periodical
Language English
Digital Yes
Manuscript No
Library: Özyeğin University
Library Asset ID 1077-260X
Record ID 46052aa9-f88b-49fe-9b39-58f26580ff4d
Library Location Electrical & Electronics Engineering
Date 2022-03
Notes TÜBİTAK
Sample Text The well-known RF penetration method is implemented on the quantum cryptosystems. In this study, RF radiations from the single photon detectors in a quantum key distribution system are intercepted. It was found that the data contents of a quantum transmission system can be detected from the vicinity of the receiving parties by exploiting the radiations of avalanche effect of single photon detectors. We showed that any Geiger-mode avalanche photodetector acts like a downconverter that converts the optical-wavelength photons to radio-wavelength photons. In our experiment, the fingerprints of the avalanche radiations from commercial single photon detectors were fed to a trained deep learning neural network, and the bit content of quantum transmission was cloned with >99% accuracy up to a distance of 2 meters from the detectors. We also speculate on the enhancement of the key cloning accuracy and range of the eavesdropping.
DOI 10.1109/JSTQE.2021.3089638
Cilt 28
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Attack to quantum cryptosystems through RF fingerprints from photon detectors

Author Durak, Kadir, Jam, Naser Chamani, Karamzadeh, S.
Publication Date 2022-03
Publication Place - IEEE
Subject Quantum cryptography, Quantum key distribution
Type Periodical
Language English
Digital Yes
Manuscript No
Library Özyeğin University
Library Asset ID 1077-260X
Record ID 46052aa9-f88b-49fe-9b39-58f26580ff4d
Library Location Electrical & Electronics Engineering
Date 2022-03
Notes TÜBİTAK
Sample Text The well-known RF penetration method is implemented on the quantum cryptosystems. In this study, RF radiations from the single photon detectors in a quantum key distribution system are intercepted. It was found that the data contents of a quantum transmission system can be detected from the vicinity of the receiving parties by exploiting the radiations of avalanche effect of single photon detectors. We showed that any Geiger-mode avalanche photodetector acts like a downconverter that converts the optical-wavelength photons to radio-wavelength photons. In our experiment, the fingerprints of the avalanche radiations from commercial single photon detectors were fed to a trained deep learning neural network, and the bit content of quantum transmission was cloned with >99% accuracy up to a distance of 2 meters from the detectors. We also speculate on the enhancement of the key cloning accuracy and range of the eavesdropping.
DOI 10.1109/JSTQE.2021.3089638
Cilt 28
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