A Quantitative and Qualitative Analysis-based Security Risk Assessment for Multimedia Social Networks

Zhi-Yong Zhang ； Li-Jun Yang ； Han-Man Li ； Fei Xiang

《International Journal of Network Security》 18卷1期 (2016/01) Pp. 43-51

https://doi.org/10.6633/IJNS.201601.18(1).04

並列摘要

The emerging Multimedia Social Network (MSN) provides much more conveniences for the transmission and sharing of multimedia digital contents. However, the scenario on the distribution and spreading of copyrighted digital contents between users at will brings about a burning problem of Digital Rights Management (DRM). In addition, the open Internet and MSN platform are facing the security risks of digital contents copyrights infringements. The paper proposed a quantitative and qualitative-based risk analysis and assessment method, considering potential paths existence in MSN. Several risk impact factors was introduced, such as trust risk and user demands. Specifically, Value at Risk, a risk calculation method widely used in the financial field, as a quantitative analysis, was employed here. While an expert scoring sheet, as a qualitative approach, is used to evaluate non-quantifiable factors. Finally, the effectiveness of the security risk assessment method and related algorithm was verified by a well-designed experiment. We defined the size of the community followed by the ＂Rule of 150,＂ and construct a random non-overlapped multimedia social network by using YouTube dataset. The experiment indicates that the relationships of risk loss with average rate of risk occurrence and risk preference of content providers are revealed.

並列關鍵字

Digital rights management ； multimedia social network ； qualitative and quantitative analysis ； risk assessment