research-article

Don't see me, just filter me: towards secure cloud based filtering using Shamir's secret sharing and POB number system

Authors:

Priyanka Singh,

Nishant Agarwal,

Balasubramanian RamanAuthors Info & Claims

ICVGIP '16: Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing

Article No.: 12, Pages 1 - 8

https://doi.org/10.1145/3009977.3010036

Published: 18 December 2016 Publication History

Abstract

Cloud computing paradigm is attracting individuals as well as organizations all round the globe due to its multiple facilities of powerful resources, storage hubs, computational power and cost effective solutions. However, distributed cloud data centers pose the threat of security breaches to the privacy of the data and pose high risks. A secured image data sharing scheme over cloud domain based on the Shamir's secret sharing and permutation ordered binary number system has been proposed here. It distributes the image information into multiple random shares that reveal no information and thus can be stored securely over the distributed cloud data centers. Different image operations could be applied in the encrypted domain over the cloud servers itself. This approach reduces the threat to security which is a major hindrance in utilizing the facilities of the cloud based architecture. Only the authentic owner possessing the secret keys could restore back the original image information from the random shares. Comparative results for both the plain domain as well as the encrypted domain have been presented to validate the efficiency of using the various image filtering operations like motion blur, unsharp masking, weiner, gaussian etc in the encrypted domain over cloud.

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Cited By

Tanwar VRaman BRajput ABhargava R(2022) SecureDLJournal of Visual Communication and Image Representation10.1016/j.jvcir.2022.10350386:COnline publication date: 1-Jul-2022
https://dl.acm.org/doi/10.1016/j.jvcir.2022.103503
Huang LKuang DLi CZhuang YDuan SZhou X(2022)A self-embedding secure fragile watermarking scheme with high quality recoveryJournal of Visual Communication and Image Representation10.1016/j.jvcir.2022.103437(103437)Online publication date: Jan-2022
https://doi.org/10.1016/j.jvcir.2022.103437
P M SR P SG T(2021)Dual Security based on Crypto Steganography Using Two Level Learning In Assist with Dual Offbeat Shielding DesignInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology10.32628/CSEIT12173125(541-548)Online publication date: 18-Jun-2021
https://doi.org/10.32628/CSEIT12173125
Show More Cited By

Index Terms

Don't see me, just filter me: towards secure cloud based filtering using Shamir's secret sharing and POB number system
1. Security and privacy
  1. Security services
    1. Privacy-preserving protocols

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Published In

cover image ACM Other conferences

ICVGIP '16: Proceedings of the Tenth Indian Conference on Computer Vision, Graphics and Image Processing

December 2016

743 pages

ISBN:9781450347532

DOI:10.1145/3009977

Program Chairs:
Dhruv Batra
Georgia Tech
,
Michael Brown
York University, Canada
,
Vijay Natarajan
Indian Institute of Science, Bangalore

Copyright © 2016 ACM.

© 2016 Association for Computing Machinery. ACM acknowledges that this contribution was authored or co-authored by an employee, contractor or affiliate of a national government. As such, the Government retains a nonexclusive, royalty-free right to publish or reproduce this article, or to allow others to do so, for Government purposes only.

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Google Inc.
QI: Qualcomm Inc.
Tata Consultancy Services
NVIDIA
MathWorks: The MathWorks, Inc.
Microsoft Research: Microsoft Research

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 18 December 2016

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QI
MathWorks
Microsoft Research

ICVGIP '16: Indian Conference on Computer Vision, Graphics and Image Processing

December 18 - 22, 2016

Assam, Guwahati, India

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ICVGIP '16 Paper Acceptance Rate 95 of 286 submissions, 33%;

Overall Acceptance Rate 95 of 286 submissions, 33%

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Cited By

Tanwar VRaman BRajput ABhargava R(2022) SecureDLJournal of Visual Communication and Image Representation10.1016/j.jvcir.2022.10350386:COnline publication date: 1-Jul-2022
https://dl.acm.org/doi/10.1016/j.jvcir.2022.103503
Huang LKuang DLi CZhuang YDuan SZhou X(2022)A self-embedding secure fragile watermarking scheme with high quality recoveryJournal of Visual Communication and Image Representation10.1016/j.jvcir.2022.103437(103437)Online publication date: Jan-2022
https://doi.org/10.1016/j.jvcir.2022.103437
P M SR P SG T(2021)Dual Security based on Crypto Steganography Using Two Level Learning In Assist with Dual Offbeat Shielding DesignInternational Journal of Scientific Research in Computer Science, Engineering and Information Technology10.32628/CSEIT12173125(541-548)Online publication date: 18-Jun-2021
https://doi.org/10.32628/CSEIT12173125
Gao HGao T(2021)A secure lossless recovery for medical images based on image encoding and data self-embeddingCluster Computing10.1007/s10586-021-03446-6Online publication date: 22-Oct-2021
https://doi.org/10.1007/s10586-021-03446-6
Raj NSadhya D(2021)Securing Biometric Data over Cloud via Shamir’s Secret SharingComputer Vision and Image Processing10.1007/978-981-16-1086-8_25(282-292)Online publication date: 26-Mar-2021
https://doi.org/10.1007/978-981-16-1086-8_25
Liu YYou ZGao T(2019)Lossless image hierarchical recovery based on POB Number SystemSignal Processing10.1016/j.sigpro.2019.107293(107293)Online publication date: Sep-2019
https://doi.org/10.1016/j.sigpro.2019.107293
Siva Raja PBaburaj E(2019)Protected Cloud Storage in IoT Using Two Level Learning in Assist with Dual Offbeat Shielding DesignWireless Personal Communications10.1007/s11277-019-06410-1Online publication date: 26-Apr-2019
https://doi.org/10.1007/s11277-019-06410-1
Sadhya DAgarwal ARaman B(2018)Perfectly Secure Shamir's Secret Sharing Scheme for Privacy Preserving Image Processing Over CloudProceedings of the 11th Indian Conference on Computer Vision, Graphics and Image Processing10.1145/3293353.3293360(1-8)Online publication date: 18-Dec-2018
https://dl.acm.org/doi/10.1145/3293353.3293360
Pandey ASingh PAgarwal NRaman B(2018)SecMed: A Secure Approach for Proving Rightful Ownership of Medical Images in Encrypted Domain over Cloud2018 IEEE Conference on Multimedia Information Processing and Retrieval (MIPR)10.1109/MIPR.2018.00085(390-395)Online publication date: Apr-2018
https://doi.org/10.1109/MIPR.2018.00085

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