Design and Implementation of a Trust-based Framework for Network Mobile Traffic Detection

Q: How can I download an article?

To download an article from SID, first log in to the site, search for the article title, and click on the 'Download Article' option.

Q: How can I download an ISI article?

To download an ISI article on SID, enter the keyword or article title in the search bar, view the relevant results, click on the desired article, and select the 'Download Article' option.

Q: How can I access the SID database?

To access the SID database, visit SID.ir, create an account, and log in to access scientific resources.

Q: Is downloading articles from SID free?

Some articles on SID are available for free, while others require payment. Details are specified on the article's page.

TORABI MARYAM; Mahrooghi Hamid reza; Aliabadi Sobhan; Amintoosi Haleh

Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Journal Paper

Paper Information

Journal: ELECTRONIC INDUSTRIES Year:2020 | Volume:10 | Issue:4 Page(s): 69-84

Download Full-Text

مرکز اطلاعات علمی Scientific Information Database (SID) - Trusted Source for Research and Academic Resources

Persian Verion

View:

505

Download:

Cites:

Information Journal Paper

Title

Design and Implementation of a Trust-based Framework for Network Mobile Traffic Detection

Author(s)

TORABI MARYAM | Mahrooghi Hamid reza | Aliabadi Sobhan | Amintoosi Haleh | Issue Writer Certificate

Keywords

Network traffic analysisQ1

trustQ2

operation system detectionQ1

Internet of ThingsQ1

application identificationQ1

Abstract

Nowadays, with the widespread growth of mobile devices and their usages in most people’ s daily lives, a main concerns is handling and responding their related security incidents in the area of mobile Network traffic analysis. The main objectives of security researchers include mobile application identification, mobile malware detection and user’ s personal information leakage. Identification and traffic analysis of mobile devices is more difficult than other network devices like traditional ones due to their dynamic nature. Although a lot of research has been done in this area, most of them are not efficient for identifying in real traffic due to challenges such as encrypted traffic and data manipulation. In this paper, we propose a trust-based mobile traffic detection system which is able to handle various real traffic. The proposed framework consists of four detection subsystems. First, the environment identification subsystem examines validity of the information for each network layer. If the information of each layer is valid, then traffic is sent to the detection subsystem. After detection of each subsystems, the final detection is performed according to the obtained factors in each subsystem. For the evaluation purposes, a suitable dataset is used which is collected from wireless network traffic of Ferdowsi University of Mashhad campus in Mashhad, Iran. The experimental results show that aggregation of subsystem detection based on trust and confidence is efficient in analyzing real mobile traffic with maximum accuracy, 0. 97, and minimum error rate, 0. 09, under special circumstances.

Cites

No record.

References

No record.

Cite

APA: Copy

TORABI, MARYAM, Mahrooghi, Hamid reza, Aliabadi, Sobhan, & Amintoosi, Haleh. (2020). Design and Implementation of a Trust-based Framework for Network Mobile Traffic Detection. ELECTRONIC INDUSTRIES, 10(4 ), 69-84. SID. https://sid.ir/paper/229659/en

Vancouver: Copy

TORABI MARYAM, Mahrooghi Hamid reza, Aliabadi Sobhan, Amintoosi Haleh. Design and Implementation of a Trust-based Framework for Network Mobile Traffic Detection. ELECTRONIC INDUSTRIES[Internet]. 2020;10(4 ):69-84. Available from: https://sid.ir/paper/229659/en

IEEE: Copy

MARYAM TORABI, Hamid reza Mahrooghi, Sobhan Aliabadi, and Haleh Amintoosi, “Design and Implementation of a Trust-based Framework for Network Mobile Traffic Detection,” ELECTRONIC INDUSTRIES, vol. 10, no. 4 , pp. 69–84, 2020, [Online]. Available: https://sid.ir/paper/229659/en

Related Journal Papers