Deep Learning-based Cryptanalysis on Double Random Phase Encoding

Ongee Jeong; Inkyu Moon

doi:10.1364/3D.2023.DM1A.5

Deep Learning-based Cryptanalysis on Double Random Phase Encoding

Ongee Jeong
, Inkyu Moon

Department of Robotics and Mechatronics Engineering

Daegu Gyeongbuk Institute of Science and Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

We overview deep learning-based cryptanalysis schemes on DRPE, which find the weakness of the DRPE by classifying the DRPE images. We show the classification performance is almost the same as the original image.

Original language	English
Title of host publication	3D Image Acquisition and Display
Subtitle of host publication	Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023
Publisher	Optical Society of America
ISBN (Electronic)	9781957171289
DOIs	https://doi.org/10.1364/3D.2023.DM1A.5
State	Published - 2023
Event	3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 - Part of Imaging and Applied Optics Congress 2023 - Boston, United States Duration: 14 Aug 2023 → 17 Aug 2023

Publication series

Name	3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023

Conference

Conference	3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 - Part of Imaging and Applied Optics Congress 2023
Country/Territory	United States
City	Boston
Period	14/08/23 → 17/08/23

Bibliographical note

Publisher Copyright:
© 2023 The Author (s).

Access to Document

10.1364/3D.2023.DM1A.5

Cite this

Jeong, O., & Moon, I. (2023). Deep Learning-based Cryptanalysis on Double Random Phase Encoding. In 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 (3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023). Optical Society of America. https://doi.org/10.1364/3D.2023.DM1A.5

Jeong, Ongee ; Moon, Inkyu. / Deep Learning-based Cryptanalysis on Double Random Phase Encoding. 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023. Optical Society of America, 2023. (3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023).

@inproceedings{7e0760685fe7492aa7a03fbbdc601094,

title = "Deep Learning-based Cryptanalysis on Double Random Phase Encoding",

abstract = "We overview deep learning-based cryptanalysis schemes on DRPE, which find the weakness of the DRPE by classifying the DRPE images. We show the classification performance is almost the same as the original image.",

author = "Ongee Jeong and Inkyu Moon",

note = "Publisher Copyright: {\textcopyright} 2023 The Author (s).; 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 - Part of Imaging and Applied Optics Congress 2023 ; Conference date: 14-08-2023 Through 17-08-2023",

year = "2023",

doi = "10.1364/3D.2023.DM1A.5",

language = "English",

series = "3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023",

publisher = "Optical Society of America",

booktitle = "3D Image Acquisition and Display",

}

Jeong, O & Moon, I 2023, Deep Learning-based Cryptanalysis on Double Random Phase Encoding. in 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023. 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023, Optical Society of America, 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 - Part of Imaging and Applied Optics Congress 2023, Boston, United States, 14/08/23. https://doi.org/10.1364/3D.2023.DM1A.5

Deep Learning-based Cryptanalysis on Double Random Phase Encoding. / Jeong, Ongee; Moon, Inkyu.
3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023. Optical Society of America, 2023. (3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AB - We overview deep learning-based cryptanalysis schemes on DRPE, which find the weakness of the DRPE by classifying the DRPE images. We show the classification performance is almost the same as the original image.

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M3 - Conference contribution

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T3 - 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023

BT - 3D Image Acquisition and Display

PB - Optical Society of America

T2 - 3D Image Acquisition and Display: Technology, Perception and Applications, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023 - Part of Imaging and Applied Optics Congress 2023

Y2 - 14 August 2023 through 17 August 2023

ER -

Jeong O, Moon I. Deep Learning-based Cryptanalysis on Double Random Phase Encoding. In 3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023. Optical Society of America. 2023. (3D Image Acquisition and Display: Technology, Perception and Applications in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP 2023). doi: 10.1364/3D.2023.DM1A.5

Deep Learning-based Cryptanalysis on Double Random Phase Encoding

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