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Secure cloud-based medical data visualization

Authors:

Manoranjan Mohanty,

Pradeep Atrey,

Wei Tsang OoiAuthors Info & Claims

MM '12: Proceedings of the 20th ACM international conference on Multimedia

Pages 1105 - 1108

https://doi.org/10.1145/2393347.2396394

Published: 29 October 2012 Publication History

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Abstract

Outsourcing the tasks of medical data visualization to cloud centers presents new security challenges. In this paper, we propose a framework for cloud-based remote medical data visualization that protects the security of data at the cloud centers. To achieve this, we integrate the cryptographic secret sharing with pre-classification volume ray-casting and propose a secure volume ray-casting pipeline that hides the color-coded information of the secret medical data during rendering at the data centers. Results and analysis show the utility of the proposed framework.

References

[1]

Karlheinz Dorn, Vladyslav Ukis, and Thomas Friese. A cloud-deployed 3D medical imaging system with dynamically optimized scalability and cloud costs. Soft. Eng. and Adv. Appl., Euromicro Conf., 0:155--158, 2011.

Digital Library

Google Scholar

[2]

3Di-cloud based medical image management and visualization platform. http://www.shina-sys.com/assets/brochures/3Di.pdf.

Google Scholar

[3]

Nasir A. Memon and S. A. M. Gilani. Watermarking of chest CT scan medical images for content authentication. Intl. J. of Computer Mathematics, 88:265--280, 2011.

Digital Library

Google Scholar

[4]

Geoffrey D. Schott. Colored illustrations of the brain: some conceptual and contextual issues. The Neuroscientist, 16:508--518, 2010.

Crossref

Google Scholar

[5]

Denis Vazhenin. Cloud-based Web-service for health 2.0. In Proc. of the 2012 Joint Intl. Conf. on Human-Centered Comp. Env., pages 240--243, 2012.

Digital Library

Google Scholar

[6]

Marc Levoy. Display of surfaces from volume data. IEEE Comput. Graph. Appl., 8:29--37, 1988.

Digital Library

Google Scholar

[7]

Adi Shamir. How to share a secret. Commun. ACM, 22, 1979.

Digital Library

Google Scholar

[8]

Mustafa Ulutas, Güzin Ulutas, and Vasif V. Nabiyev. Medical image security and EPR hiding using Shamir's secret sharing scheme. J. Syst. Softw., 84:341--353, 2011.

Digital Library

Google Scholar

[9]

Esam Elsheh and A. Ben Hamza. Secret sharing approaches for 3D object encryption. Expert Syst. Appl., 38:13906--13911, 2011.

Google Scholar

[10]

Josh Cohen Benaloh. Secret sharing homomorphisms: keeping shares of a secret secret. In Proc. on Adv. in Cryptology, pages 251--260, 1987.

Digital Library

Google Scholar

Cited By

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Wang ZGuo J(2021)Denoising Signals on the Graph for Distributed Systems by Secure Outsourced Computation2021 IEEE 7th World Forum on Internet of Things (WF-IoT)10.1109/WF-IoT51360.2021.9595245(524-529)Online publication date: 14-Jun-2021
https://doi.org/10.1109/WF-IoT51360.2021.9595245
Wang ZCheung S(2021)Privacy-Protected Denoising for Signals on Graphs from Distributed Systems2021 IEEE International Symposium on Circuits and Systems (ISCAS)10.1109/ISCAS51556.2021.9401233(1-5)Online publication date: May-2021
https://doi.org/10.1109/ISCAS51556.2021.9401233
Marwan MKartit AOuahmane H(2019)A Framework to Secure Medical Image Storage in Cloud Computing EnvironmentCloud Security10.4018/978-1-5225-8176-5.ch016(328-345)Online publication date: 2019
https://doi.org/10.4018/978-1-5225-8176-5.ch016
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Secure cloud-based medical data visualization

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Published In

MM '12: Proceedings of the 20th ACM international conference on Multimedia

October 2012

1584 pages

ISBN:9781450310895

DOI:10.1145/2393347

General Chairs:
Noboru Babaguchi
Osaka University, Japan
,
Kiyoharu Aizawa
The University of Tokyo, Japan
,
John Smith
IBM, USA
,
Program Chairs:
Shin'ichi Satoh
National Institute of Informatics, Japan
,
Thomas Plagemann
University of Oslo, Norway
,
Xian-Sheng Hua
Microsoft, USA
,
Rong Yan
Facebook, USA

Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

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Published: 29 October 2012

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MM '12: ACM Multimedia Conference

October 29 - November 2, 2012

Nara, Japan

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Wang ZGuo J(2021)Denoising Signals on the Graph for Distributed Systems by Secure Outsourced Computation2021 IEEE 7th World Forum on Internet of Things (WF-IoT)10.1109/WF-IoT51360.2021.9595245(524-529)Online publication date: 14-Jun-2021
https://doi.org/10.1109/WF-IoT51360.2021.9595245
Wang ZCheung S(2021)Privacy-Protected Denoising for Signals on Graphs from Distributed Systems2021 IEEE International Symposium on Circuits and Systems (ISCAS)10.1109/ISCAS51556.2021.9401233(1-5)Online publication date: May-2021
https://doi.org/10.1109/ISCAS51556.2021.9401233
Marwan MKartit AOuahmane H(2019)A Framework to Secure Medical Image Storage in Cloud Computing EnvironmentCloud Security10.4018/978-1-5225-8176-5.ch016(328-345)Online publication date: 2019
https://doi.org/10.4018/978-1-5225-8176-5.ch016
Mohanty MZhang MAsghar MRussello G(2019)e-PRNU: Encrypted Domain PRNU-Based Camera Attribution for Preserving PrivacyIEEE Transactions on Dependable and Secure Computing10.1109/TDSC.2019.2892448(1-1)Online publication date: 2019
https://doi.org/10.1109/TDSC.2019.2892448
Xu GPeng YChe WLan YZhou WHuang CLi WZhang WZhang GNg ECheng Y(2019)An IoT-Based Framework of Webvr Visualization for Medical Big Data in Connected HealthIEEE Access10.1109/ACCESS.2019.29571497(173866-173874)Online publication date: 2019
https://doi.org/10.1109/ACCESS.2019.2957149
Marwan MKartit AOuahmane H(2019)Genetic K-Means Clustering Algorithm for Achieving Security in Medical Image Processing over CloudAdvanced Intelligent Systems for Sustainable Development (AI2SD’2018)10.1007/978-3-030-11884-6_12(140-145)Online publication date: 6-Feb-2019
https://doi.org/10.1007/978-3-030-11884-6_12
Marwan MKartit AOuahmane H(2018)A Framework to Secure Medical Image Storage in Cloud Computing EnvironmentJournal of Electronic Commerce in Organizations10.4018/JECO.201801010116:1(1-16)Online publication date: 1-Jan-2018
https://dl.acm.org/doi/10.4018/JECO.2018010101
Marwan MKartit AOuahmane H(2018)Security Enhancement in Healthcare Cloud using Machine LearningProcedia Computer Science10.1016/j.procs.2018.01.136127:C(388-397)Online publication date: 1-May-2018
https://dl.acm.org/doi/10.1016/j.procs.2018.01.136
Singh PRaman BMisra M(2018)Just process me, without knowing meMultimedia Tools and Applications10.1007/s11042-017-4906-477:10(12581-12605)Online publication date: 1-May-2018
https://dl.acm.org/doi/10.1007/s11042-017-4906-4
Marwan MKartit AOuahmane H(2018)On the Security of Medical Image Processing in Cloud EnvironmentCloud Computing and Big Data: Technologies, Applications and Security10.1007/978-3-319-97719-5_7(89-99)Online publication date: 28-Jul-2018
https://doi.org/10.1007/978-3-319-97719-5_7
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Protecting Data Privacy and Security for Cloud Computing Based on Secret Sharing

Cloud service engineering

Secret Sharing Scheme Suitable for Cloud Computing

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