Constructing RBAC Based Security Model in u‐Healthcare Service Platform

Shin, Moon Sun; Jeon, Heung Seok; Ju, Yong Wan; Lee, Bum Ju; Jeong, Seon-Phil

doi:10.1155/2015/937914

Cited by 29 publications

(17 citation statements)

References 5 publications

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“…The platform comprehensively manages to cover both PHR and life log data measured using smart device like sleep, emotion, exercise, food, and movement data [2]. Further, it can cover to provide appropriate health information according to user's PHR profile.…”

Section: Figure 1 Changes and Needs In Medical Environmentmentioning

confidence: 99%

“…Healthcare services using ICT convergence technology and IoT technology not only cure diseases, but also activate diagnostic and management industries, while decreasing the proportion of traditional therapeutic industries, is leading to changes in market trends in disease treatment. The change of environment of medical service is evolving into 4P -oriented health care service for users and prevention and management according to the development of ITBT technology [1] [2]. The paradigm shift in health care services is shown n Figure 1.…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Design of Intelligent Healthcare Support System Applying Machine Learning

Shin¹,

Lee²,

Kim³

2018

IJAST

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As we move into an aging society, more and more people are interested in healthy old age and well-being. In this paper, we propose a personalized health information service system applying machine learning. The proposed personal health support system is focused on personalized recommendation service according to user profile of PHR (Personal Health Record). Machine learning algorithms such as the K-Nearest Neighbor algorithm and the data mining algorithms are adopted and applied to figure out characteristics of users and categorize the profiles of users. We design the proposed system that has an inference engine, which provides health contents or information for a specific user. The personalized healthcare service platform will make it possible to recommend personalized health information to the user. The proposed system can be used to handle smart self-care in an aging society.

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Section: Figure 1 Changes and Needs In Medical Environmentmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Design of Intelligent Healthcare Support System Applying Machine Learning

Shin¹,

Lee²,

Kim³

2018

IJAST

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“…Moon Sun Shin [34] reviewed the requirements of security in relation to the protection of personal information and suggested a personalized security model based on expanded roll-based access control in an e-Healthcare service environment. The suggested u-HCSIP (u-Healthcare Service Integration Platform) performs a function of storing or exchanging PHRs, recommending diet and exercise, trading personal medical information or experience, and managing health data in the use of smart devices.…”

Section: Previous Research On E-healthcarementioning

confidence: 99%

The Design and Analysis of a Secure Personal Healthcare System Based on Certificates

et al. 2016

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Due to the development of information technology (IT), it has been applied to various fields such as the smart home, medicine, healthcare, and the smart car. For these fields, IT has been providing continuous prevention and management, including health conditions beyond the mere prevention of disease, improving the quality of life. e-Healthcare is a health management and medical service to provide prevention, diagnosis, treatment, and the follow-up management of diseases at any time and place in connection with information communication technology, without requiring patients to visit hospitals. However, e-Healthcare has been exposed to eavesdropping, manipulation, and the forgery of information that is personal, biological, medical, etc., and is a security threat from malicious attackers. This study suggests a security service model to exchange personal health records (PHRs) for e-Healthcare environments. To be specific, this study suggests a scheme in which communicators are able to securely authorize and establish security channels by constituting the infrastructure each organization relies on. In addition, the possibility of establishing a security service model is indicated by suggesting an e-Healthcare system for a secure e-Healthcare environment as a secure personal health record system. This is anticipated to provide securer communication in e-Healthcare environments in the future through the scheme suggested in this study.

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“…[12] The management of users, the management of roles, and management of permissions are all components of the purpose of management for security control. The proposed model can be utilized to protect users and logistics information of an organization in the logistics environment, after being realized for access control in the enterprise subsystem that serves as the role of EPCIS.…”

Section: Studies In Informatics Andmentioning

confidence: 99%

A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data

Shin¹,

Ju²,

Kang³

et al. 2015

SIC

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Abstract:The recent RFID-based logistics environment enables significant improvement of business efficiency. However, to support an efficient logistics processing service in the RFID-based international logistics service platform, it is required security risk analysis and security control model. In this paper, we have analyzed and figured out requirements of the security for the efficient international RFID-based logistics service. It is possible to construct own security policy for each enterprise using RBAC. The security policy includes definition of subjects, objects, permissions, roles, role hierarchy and constraints of the enterprise. And we proposed an RBAC-based security control model, reflecting security requirements in an international logistics process and constraints of the access control model have been represented as UML. We presented example scenario and implemented the prototype system for the verification of the proposed security model for international logistics. The proposed security control model is useful to reduce business risk in international logistics.Keywords: RFID, International Logistics, RBAC, Security Control, Access Control Constraints.Framework) for each enterprise to construct its own security policy such as roles, permissions, sessions and constraints of the organization. Existing RFID-based international logistics platforms could become exposed to threats and security risks. Therefore we need flexible security control model for the protection of not only RFID threats but also enterprise level risks. RBAC is a powerful and flexible security access control model. So it can be applied to solve these problems.The rest of the paper is organized as follows. Section 2 describes the security guideline of the RFID system. We explain requirements of security in the EPC network application service based on RFID in section 3 and figure out security analysis in section 4. In section 5, we propose an RBAC-based security control model for the international logistics process and represent constraints of access control using UML. And section 6 contains example scenario and implementation of the proposed security model. Lastly a brief conclusion is presented in section 7. Related WorksThe EPCglobal architecture framework is to be serviced for a mutual goal that intensifies the distribution/supply network by using EPC. EPCglobal network is a system that grants an identification number on a product based on RFID technology and EPC code, and conveys information related to the product for suppliers and consumers, by connecting a storage space of information into the network. In other words, EPCglobal network serves as a standard that makes it feasible to collect more than one EPC data from multiple-data resources, such as RFID reader, and report them in diverse form, by filtering and grouping them according to customized order from consumers, and to store data processed on the EPC IS (Information Services). EPCglobal network provides independence between application business logics and infrastructure...

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Constructing RBAC Based Security Model in u‐Healthcare Service Platform

Cited by 29 publications

References 5 publications

Design of Intelligent Healthcare Support System Applying Machine Learning

Design of Intelligent Healthcare Support System Applying Machine Learning

The Design and Analysis of a Secure Personal Healthcare System Based on Certificates

A Hybrid MPI+OpenMP Application for Processing Big Trajectory Data

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