volume 75 pages 191-217

A security framework for mHealth apps on Android platform

Muzammil M. Hussain 1, 2
Ahmed Al Haiqi 3
Danial Nor 4
Bilal Bahaa Zaidan 4
Miss Laiha Mat Kiah 5
Salman Iqbal 5
S. Iqbal 1
Mohamed Abdulnabi 6
Publication typeJournal Article
Publication date2018-06-01
scimago Q1
wos Q1
SJR1.445
CiteScore13.3
Impact factor5.4
ISSN01674048, 18726208
Law
General Computer Science
Abstract
Mobile Health (mHealth) applications are readily accessible to the average users of mobile devices, and despite the potential of mHealth applications to improve the availability, affordability and effectiveness of delivering healthcare services, they handle sensitive medical data, and as such, have also the potential to carry substantial risks to the security and privacy of their users. Developers of applications are usually unknown, and users are unaware of how their data are being managed and used. This is combined with the emergence of new threats due to the deficiency in mobile applications development or the design ambiguities of the current mobile operating systems. A number of mobile operating systems are available in the market, but the Android platform has gained the topmost popularity. However, Android security model is short of completely ensuring the privacy and security of users' data, including the data of mHealth applications. Despite the security mechanisms provided by Android such as permissions and sandboxing, mHealth applications are still plagued by serious privacy and security issues. These security issues need to be addressed in order to improve the acceptance of mHealth applications among users and the efficacy of mHealth applications in the healthcare systems. The focus of this research is on the security of mHealth applications, and the main objective is to propose a coherent, practical and efficient framework to improve the security of medical data associated with Android mHealth applications, as well as to protect the privacy of their users. The proposed framework provides its intended protection mainly through a set of security checks and policies that ensure protection against traditional as well as recently published threats to mHealth applications. The design of the framework comprises two layers: a Security Module Layer (SML) that implements the security-check modules, and a System Interface Layer (SIL) that interfaces SML to the Android OS. SML enforces security and privacy policies at different levels of Android platform through SIL. The proposed framework is validated via a prototypic implementation on actual Android devices to show its practicality and evaluate its performance. The framework is evaluated in terms of effectiveness and efficiency. Effectiveness is evaluated by demonstrating the performance of the framework against a selected set of attacks, while efficiency is evaluated by comparing the performance overhead in terms of energy consumption, memory and CPU utilization, with the performance of a mainline, stock version of Android. Results of the experimental evaluations showed that the proposed framework can successfully protect mHealth applications against a wide range of attacks with negligible overhead, so it is both effective and practical.
Found 
Found 

Top-30

Journals

2
4
6
8
10
12
14
Journal of Medical Systems
13 publications, 15.29%
IEEE Access
6 publications, 7.06%
Health and Technology
4 publications, 4.71%
Computer Standards and Interfaces
2 publications, 2.35%
Security and Communication Networks
2 publications, 2.35%
AIP Conference Proceedings
2 publications, 2.35%
International Journal of E-Services and Mobile Applications
1 publication, 1.18%
International Journal of Information Technology and Decision Making
1 publication, 1.18%
JMIR mHealth and uHealth
1 publication, 1.18%
Diagnostics
1 publication, 1.18%
Sustainability
1 publication, 1.18%
Medical Sciences
1 publication, 1.18%
Multimedia Tools and Applications
1 publication, 1.18%
Cognitive Computation
1 publication, 1.18%
Zeitschrift fur Gesundheitswissenschaften
1 publication, 1.18%
Empirical Software Engineering
1 publication, 1.18%
BMC Public Health
1 publication, 1.18%
Business and Information Systems Engineering
1 publication, 1.18%
Big Data Research
1 publication, 1.18%
Computer Methods and Programs in Biomedicine
1 publication, 1.18%
Computer Science Review
1 publication, 1.18%
Journal of Network and Computer Applications
1 publication, 1.18%
Egyptian Informatics Journal
1 publication, 1.18%
Technology in Society
1 publication, 1.18%
Medical Journal Armed Forces India
1 publication, 1.18%
Procedia Computer Science
1 publication, 1.18%
Security and Privacy
1 publication, 1.18%
Health Economics (United Kingdom)
1 publication, 1.18%
Journal of Experimental and Theoretical Artificial Intelligence
1 publication, 1.18%
2
4
6
8
10
12
14

Publishers

5
10
15
20
25
30
Springer Nature
27 publications, 31.76%
Institute of Electrical and Electronics Engineers (IEEE)
25 publications, 29.41%
Elsevier
12 publications, 14.12%
IGI Global
3 publications, 3.53%
MDPI
3 publications, 3.53%
Wiley
3 publications, 3.53%
Hindawi Limited
3 publications, 3.53%
JMIR Publications
2 publications, 2.35%
AIP Publishing
2 publications, 2.35%
World Scientific
1 publication, 1.18%
Taylor & Francis
1 publication, 1.18%
Association for Computing Machinery (ACM)
1 publication, 1.18%
IOS Press
1 publication, 1.18%
SAGE
1 publication, 1.18%
5
10
15
20
25
30
  • We do not take into account publications without a DOI.
  • Statistics recalculated weekly.

Are you a researcher?

Create a profile to get free access to personal recommendations for colleagues and new articles.
Metrics
85
Share
Cite this
GOST |
Cite this
GOST Copy
Hussain M. M. et al. A security framework for mHealth apps on Android platform // Computers and Security. 2018. Vol. 75. pp. 191-217.
GOST all authors (up to 50) Copy
Hussain M. M., Al Haiqi A., Nor D., Zaidan B. B., Kiah M. L. M., Iqbal S., Iqbal S., Abdulnabi M. A security framework for mHealth apps on Android platform // Computers and Security. 2018. Vol. 75. pp. 191-217.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1016/j.cose.2018.02.003
UR - https://doi.org/10.1016/j.cose.2018.02.003
TI - A security framework for mHealth apps on Android platform
T2 - Computers and Security
AU - Hussain, Muzammil M.
AU - Al Haiqi, Ahmed
AU - Nor, Danial
AU - Zaidan, Bilal Bahaa
AU - Kiah, Miss Laiha Mat
AU - Iqbal, Salman
AU - Iqbal, S.
AU - Abdulnabi, Mohamed
PY - 2018
DA - 2018/06/01
PB - Elsevier
SP - 191-217
VL - 75
SN - 0167-4048
SN - 1872-6208
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2018_Hussain,
author = {Muzammil M. Hussain and Ahmed Al Haiqi and Danial Nor and Bilal Bahaa Zaidan and Miss Laiha Mat Kiah and Salman Iqbal and S. Iqbal and Mohamed Abdulnabi},
title = {A security framework for mHealth apps on Android platform},
journal = {Computers and Security},
year = {2018},
volume = {75},
publisher = {Elsevier},
month = {jun},
url = {https://doi.org/10.1016/j.cose.2018.02.003},
pages = {191--217},
doi = {10.1016/j.cose.2018.02.003}
}