Covering the Monitoring Network: A Unified Framework to Protect E-Commerce Security
Joint Authors
Source
Issue
Vol. 2017, Issue 2017 (31 Dec. 2017), pp.1-11, 11 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2017-12-05
Country of Publication
Egypt
No. of Pages
11
Main Subjects
Abstract EN
Multimedia applications in smart electronic commerce (e-commerce), such as online trading and Internet marketing, always face security in storage and transmission of digital images and videos.
This study addresses the problem of security in e-commerce and proposes a unified framework to analyze the security data.
First, to allocate the definite security resources optimally, we build our e-commerce monitoring model as an undirected network, where a monitored node is a vertex of the graph and a connection between vertices is an undirected edge.
Moreover, we aim to find a minimal cover for the monitoring network as the optimal solution of resource allocation, which is defined as the network monitoring minimization problem (NMM).
This problem is proved to be NP-hard.
Second, by analyzing the latent threats, we design a novel and trusted monitoring system that can integrate incident monitoring, data analysis, risk assessment, and security warnings.
This system does not touch users’ privacy data.
Third, we propose a sequential model-based risk assessment method, which can predict the risk according to the text semantics.
Our experimental results on web scale data demonstrate that our system is flexible enough when monitoring, which also verify the effectiveness and efficiency of our system.
American Psychological Association (APA)
Qiu, Lirong& Li, Jie. 2017. Covering the Monitoring Network: A Unified Framework to Protect E-Commerce Security. Complexity،Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1143231
Modern Language Association (MLA)
Qiu, Lirong& Li, Jie. Covering the Monitoring Network: A Unified Framework to Protect E-Commerce Security. Complexity No. 2017 (2017), pp.1-11.
https://search.emarefa.net/detail/BIM-1143231
American Medical Association (AMA)
Qiu, Lirong& Li, Jie. Covering the Monitoring Network: A Unified Framework to Protect E-Commerce Security. Complexity. 2017. Vol. 2017, no. 2017, pp.1-11.
https://search.emarefa.net/detail/BIM-1143231
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1143231