University of Oulu

B. E. Mada, M. Bagaa and T. Taleb, "Trust-Based Video Management Framework for Social Multimedia Networks," in IEEE Transactions on Multimedia, vol. 21, no. 3, pp. 603-616, March 2019. doi: 10.1109/TMM.2019.2893548

Trust-Based video management framework for social multimedia networks

Saved in:
Author: Mada, Badr Eddine1; Bagaa, Miloud1; Taleb, Tarik1,2,3
Organizations: 1Dept. of Communications and Networking, School of Electrical Engineering, Aalto University, Espoo, Finland
2Centre for Wireless Communications (CWC), University of Oulu, FI-90014 Oulu, Finland
3The Computer and Information Security Department, Sejong University, 143-747 (05006) Seoul, South Korea
Format: article
Version: accepted version
Access: open
Online Access: PDF Full Text (PDF, 0.8 MB)
Persistent link: http://urn.fi/urn:nbn:fi-fe202003097631
Language: English
Published: Institute of Electrical and Electronics Engineers, 2019
Publish Date: 2020-03-09
Description:

Abstract

Social multimedia networks (SMNs) have attracted much attention from both academia and industry due to their impact on our daily lives. The requirements of SMN users are increasing along with time, which make the satisfaction of those requirements a very challenging process. One important challenge facing SMNs consists of their internal users that can upload and manipulate insecure, untrusted, and unauthorized contents. For this purpose, controlling and verifying content delivered to end users is becoming a highly challenging process. So far, many researchers have investigated the possibilities of implementing a trustworthy SMN. In this vein, the aim of this paper is to propose a framework that allows collaboration between humans and machines to ensure secure delivery of trusted video content over SMNs while ensuring an optimal deployment cost in the form of CPU, RAM, and storage. The key concepts beneath the proposed framework consist in assigning to each user a level of trust based on his/her history, creating an intelligent agent that decides which content can be automatically published on the network and which content should be reviewed or rejected, and checking the videos’ integrity and delivery during the streaming process. Accordingly, we ensure that the trust level of the SMNs increases. Simultaneously, efficient capital expenditure and operational expenditures can be achieved.

see all

Series: IEEE transactions on multimedia
ISSN: 1520-9210
ISSN-E: 1941-0077
ISSN-L: 1520-9210
Volume: 21
Issue: 3
Pages: 603 - 616
DOI: 10.1109/TMM.2019.2893548
OADOI: https://oadoi.org/10.1109/TMM.2019.2893548
Type of Publication: A1 Journal article – refereed
Field of Science: 213 Electronic, automation and communications engineering, electronics
Subjects:
Funding: Thisworkwas supported in part by theANASTACIA Project, which has received funding from the European Unions Horizon 2020 Research and Innovation Programme under Grant Agreement 731558 and from the Swiss State Secretariat for Education, Research and Innovation, and in part by the Academy of Finland 6Genesis Flagship under Grant 318927.
Academy of Finland Grant Number: 318927
Detailed Information: 318927 (Academy of Finland Funding decision)
Copyright information: © 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.