Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system

The cloud-assisted mobile electronic health (e-health) system facilitates e-health data sharing between healthcare providers and patients, but also raises the security and privacy concerns of e-health data. Although Ciphertext-Policy Attribute-Based Encryption (CP-ABE) has been a promising technique...

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Main Authors: MIAO, Yinbin, LI, Feng, LI, Xinghua, NING, Jianting, LI, Hongwei, CHOO, Kim-Kwang Raymond, DENG, Robert H.
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Language:English
Published: Institutional Knowledge at Singapore Management University 2024
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Online Access:https://ink.library.smu.edu.sg/sis_research/9858
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spelling sg-smu-ink.sis_research-108582024-12-24T02:24:02Z Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system MIAO, Yinbin LI, Feng LI, Xinghua NING, Jianting LI, Hongwei CHOO, Kim-Kwang Raymond DENG, Robert H. The cloud-assisted mobile electronic health (e-health) system facilitates e-health data sharing between healthcare providers and patients, but also raises the security and privacy concerns of e-health data. Although Ciphertext-Policy Attribute-Based Encryption (CP-ABE) has been a promising technique to achieve fine-grained access control over encrypted e-health data, it still incurs high encryption and decryption burdens on mobile users such as smartphones and sensors. In addition, malicious cloud servers may conduct incorrect operations due to various interest incentives (e.g., leaking sensitive information to illegal users, saving computation and storage costs). To solve the above issues, in this paper we first propose an Outsourced CP-ABE (OABE) with verifiable encryption scheme by splitting secret keys corresponding to an attribute set and using the short signature, which not only reduces the encryption and decryption complexities of mobile users but also guarantees that cloud servers correctly perform encryption operations. Then, we extend OABE to construct outsourced CP-ABE with verifiable decryption (OABE+) by utilizing the verifiable tag mechanism, which guarantees that cloud servers correctly conduct the ciphertext transformation. Formal security analysis proves that our schemes are selectively secure against unauthorized accesses and malicious operations. Extensive experiments using various real-world datasets demonstrate that our schemes are efficient and feasible in real applications. 2024-08-01T07:00:00Z text https://ink.library.smu.edu.sg/sis_research/9858 info:doi/10.1109/TDSC.2023.3292129 Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Encryption Servers Complexity Theory Access Control Outsourcing Task Analysis Receivers Mobile E Health System Outsourced CP ABE Verifiable Decryption Verifiable Encryption Verifiable Tag Mechanism Encryption Scheme Attribute Based Encryption Health Information Technology Information Security
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Encryption
Servers
Complexity Theory
Access Control
Outsourcing
Task Analysis
Receivers
Mobile E Health System
Outsourced CP ABE
Verifiable Decryption
Verifiable Encryption
Verifiable Tag Mechanism
Encryption Scheme
Attribute Based Encryption
Health Information Technology
Information Security
spellingShingle Encryption
Servers
Complexity Theory
Access Control
Outsourcing
Task Analysis
Receivers
Mobile E Health System
Outsourced CP ABE
Verifiable Decryption
Verifiable Encryption
Verifiable Tag Mechanism
Encryption Scheme
Attribute Based Encryption
Health Information Technology
Information Security
MIAO, Yinbin
LI, Feng
LI, Xinghua
NING, Jianting
LI, Hongwei
CHOO, Kim-Kwang Raymond
DENG, Robert H.
Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
description The cloud-assisted mobile electronic health (e-health) system facilitates e-health data sharing between healthcare providers and patients, but also raises the security and privacy concerns of e-health data. Although Ciphertext-Policy Attribute-Based Encryption (CP-ABE) has been a promising technique to achieve fine-grained access control over encrypted e-health data, it still incurs high encryption and decryption burdens on mobile users such as smartphones and sensors. In addition, malicious cloud servers may conduct incorrect operations due to various interest incentives (e.g., leaking sensitive information to illegal users, saving computation and storage costs). To solve the above issues, in this paper we first propose an Outsourced CP-ABE (OABE) with verifiable encryption scheme by splitting secret keys corresponding to an attribute set and using the short signature, which not only reduces the encryption and decryption complexities of mobile users but also guarantees that cloud servers correctly perform encryption operations. Then, we extend OABE to construct outsourced CP-ABE with verifiable decryption (OABE+) by utilizing the verifiable tag mechanism, which guarantees that cloud servers correctly conduct the ciphertext transformation. Formal security analysis proves that our schemes are selectively secure against unauthorized accesses and malicious operations. Extensive experiments using various real-world datasets demonstrate that our schemes are efficient and feasible in real applications.
format text
author MIAO, Yinbin
LI, Feng
LI, Xinghua
NING, Jianting
LI, Hongwei
CHOO, Kim-Kwang Raymond
DENG, Robert H.
author_facet MIAO, Yinbin
LI, Feng
LI, Xinghua
NING, Jianting
LI, Hongwei
CHOO, Kim-Kwang Raymond
DENG, Robert H.
author_sort MIAO, Yinbin
title Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
title_short Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
title_full Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
title_fullStr Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
title_full_unstemmed Verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
title_sort verifiable outsourced attribute-based encryption scheme for cloud-assisted mobile e-health system
publisher Institutional Knowledge at Singapore Management University
publishDate 2024
url https://ink.library.smu.edu.sg/sis_research/9858
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